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The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SNRPF is not prognostic in Colon Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
61.0
Number of samples
254
Samples
Sample
Description
TPM
TCGA-CM-6166-01A
0 years, female, white, stage:Stage I, alive, 669 days
135.6
TCGA-G4-6309-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2600 days
126.9
TCGA-DM-A0XD-01A
0 years, male, white, stage:Stage IIA, dead, 743 days
125.6
TCGA-G4-6307-01A
0 years, female, white, stage:Stage IIIB, alive, 1674 days
116.8
TCGA-D5-6537-01A
0 years, male, white, stage:Stage IIIB, dead, 146 days
116.0
TCGA-T9-A92H-01A
0 years, male, black or african american, stage:Stage IIA, alive, 362 days
113.9
TCGA-DM-A0XF-01A
0 years, female, white, stage:Stage IIIC, dead, 1162 days
111.7
TCGA-DM-A28A-01A
0 years, male, white, stage:Stage IIIC, dead, 805 days
110.8
TCGA-QG-A5YV-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 1301 days
108.2
TCGA-AZ-4616-01A
0 years, female, white, stage:Stage IV, dead, 156 days
107.5
TCGA-CK-4952-01A
0 years, female, white, stage:Stage IIIC, alive, 475 days
107.5
TCGA-AZ-6608-01A
0 years, female, white, stage:Stage IIIA, dead, 59 days
106.6
TCGA-DM-A0X9-01A
0 years, female, white, stage:Stage IIA, alive, 3641 days
105.7
TCGA-DM-A28H-01A
0 years, male, white, stage:Stage IIIC, alive, 3561 days
105.6
TCGA-AA-A02K-01A
0 years, male, stage:Stage IV, dead, 426 days
103.7
TCGA-AM-5821-01A
0 years, female, white, stage:Stage IIA, alive, 28 days
102.2
TCGA-NH-A50T-01A
0 years, female, black or african american, stage:Stage IIA, alive, 553 days
101.6
TCGA-DM-A1D7-01A
0 years, male, white, stage:Stage IIA, dead, 405 days
100.3
TCGA-AD-6890-01A
0 years, male, white, stage:'--, alive, 746 days
99.8
TCGA-F4-6808-01A
0 years, female, white, stage:Stage I, alive, 1024 days
97.5
TCGA-CM-4744-01A
0 years, male, white, stage:Stage I, alive, 609 days
95.6
TCGA-CK-5914-01A
0 years, male, white, stage:Stage IIIB, alive, 669 days
95.2
TCGA-NH-A50U-01A
0 years, male, black or african american, stage:Stage IVA, dead, 334 days
93.5
TCGA-D5-6931-01A
0 years, male, white, stage:Stage IIIC, alive, 365 days
93.5
TCGA-DM-A1DB-01A
0 years, male, white, stage:Stage IIA, dead, 1348 days
91.1
TCGA-AD-6963-01A
0 years, male, white, stage:'--, alive, 834 days
91.0
TCGA-DM-A1HA-01A
0 years, male, white, stage:Stage IIIC, alive, 2600 days
90.5
TCGA-G4-6295-01A
0 years, female, white, stage:Stage II, alive, 254 days
90.3
TCGA-AD-5900-01A
0 years, male, white, stage:Stage I, alive, 370 days
90.3
TCGA-AY-A69D-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
90.1
TCGA-AD-6548-01A
0 years, female, white, stage:Stage I, alive, 650 days
89.5
TCGA-SS-A7HO-01A
0 years, female, black or african american, stage:Stage IIB, alive, 1829 days
89.4
TCGA-G4-6306-01A
0 years, male, white, stage:'--, alive, 1359 days
89.2
TCGA-D5-7000-01A
0 years, female, white, stage:Stage I, alive, 312 days
88.1
TCGA-CA-5254-01A
0 years, female, asian, stage:Stage IIA, alive, 386 days
87.5
TCGA-DM-A1D0-01A
0 years, female, white, stage:Stage IIA, alive, 3974 days
86.0
TCGA-A6-4105-01A
0 years, male, white, stage:Stage IIA, dead, 442 days
85.8
TCGA-AA-3526-01A
0 years, male, stage:Stage I, alive, 580 days
85.5
TCGA-A6-6650-01A
0 years, female, black or african american, stage:Stage IIA, alive, 627 days
85.3
TCGA-DM-A1DA-01A
0 years, female, white, stage:Stage IIIC, dead, 228 days
84.2
TCGA-D5-6531-01A
0 years, male, white, stage:Stage IIA, alive, 540 days
84.1
TCGA-CK-4950-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 2599 days
83.3
TCGA-D5-6923-01A
0 years, male, white, stage:Stage I, alive, 378 days
83.1
TCGA-AA-A02Y-01A
0 years, male, stage:Stage I, alive, 1216 days
82.6
TCGA-AZ-6598-01A
0 years, female, white, stage:Stage II, dead, 1503 days
82.6
TCGA-A6-5657-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 962 days
82.3
TCGA-AY-5543-01A
0 years, female, black or african american, stage:Stage IVA, alive, 1004 days
82.2
TCGA-CM-5868-01A
0 years, female, white, stage:Stage IVA, alive, 518 days
82.1
TCGA-A6-3809-01A
0 years, female, white, stage:Stage IIB, alive, 996 days
81.1
TCGA-DM-A28M-01A
0 years, male, white, stage:Stage IIA, alive, 2895 days
80.3
TCGA-A6-5664-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 672 days
78.9
TCGA-F4-6463-01A
0 years, male, white, stage:Stage IIA, alive, 1087 days
77.9
TCGA-NH-A6GB-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 476 days
77.9
TCGA-AM-5820-01A
0 years, female, white, stage:Stage IVA, alive, 14 days
77.6
TCGA-D5-5537-01A
0 years, male, white, stage:'--, dead, 1381 days
77.4
TCGA-5M-AAT4-01A
0 years, male, black or african american, stage:Stage IV, dead, 49 days
77.3
TCGA-DM-A1D4-01A
0 years, male, white, stage:Stage IIA, dead, 2821 days
77.2
TCGA-DM-A28K-01A
0 years, male, white, stage:Stage IIA, alive, 2988 days
77.1
TCGA-DM-A1D9-01A
0 years, female, white, stage:Stage IIA, alive, 4270 days
76.9
TCGA-G4-6586-01A
0 years, female, white, stage:Stage IIA, alive, 1089 days
76.4
TCGA-A6-5666-01A
0 years, male, white, stage:Stage IIC, alive, 995 days
76.1
TCGA-5M-AAT6-01A
0 years, female, black or african american, stage:Stage IV, dead, 290 days
76.1
TCGA-CM-5344-01A
0 years, female, white, stage:Stage IIIB, alive, 670 days
75.5
TCGA-CK-5913-01A
0 years, female, white, stage:Stage IIA, alive, 1561 days
75.0
TCGA-CM-6678-01A
0 years, female, white, stage:Stage IVA, alive, 335 days
74.8
TCGA-RU-A8FL-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 1177 days
74.5
TCGA-CA-6718-01A
0 years, male, asian, stage:Stage IIA, dead, 306 days
74.5
TCGA-A6-5665-01A
0 years, female, white, stage:Stage IIA, alive, 671 days
74.5
TCGA-AD-6965-01A
0 years, male, white, stage:Stage IIIC, alive, 805 days
74.0
TCGA-DM-A282-01A
0 years, female, white, stage:Stage IIA, alive, 4233 days
73.8
TCGA-G4-6304-01A
0 years, female, white, stage:Stage IIB, alive, 1631 days
73.8
TCGA-A6-5659-01A
0 years, male, white, stage:Stage I, alive, 926 days
72.6
TCGA-D5-6529-01A
0 years, male, white, stage:Stage IIA, alive, 614 days
72.5
TCGA-CM-6677-01A
0 years, female, white, stage:Stage IIA, alive, 337 days
71.9
TCGA-A6-2686-01A
0 years, female, white, stage:Stage IIA, dead, 1126 days
70.8
TCGA-A6-5661-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1020 days
70.4
TCGA-DM-A1D6-01A
0 years, male, white, stage:Stage IIA, dead, 570 days
69.8
TCGA-CA-5255-01A
0 years, male, asian, stage:Stage IIA, alive, 376 days
69.7
TCGA-DM-A1HB-01A
0 years, male, white, stage:Stage IIIB, alive, 4126 days
69.5
TCGA-G4-6626-01A
0 years, male, white, stage:Stage IIA, dead, 1 days
69.1
TCGA-CM-5349-01A
0 years, female, white, stage:Stage IIA, alive, 915 days
69.1
TCGA-CM-4743-01A
0 years, male, white, stage:Stage IIA, alive, 701 days
69.0
TCGA-CM-6171-01A
0 years, female, white, stage:Stage I, alive, 427 days
68.7
TCGA-A6-5660-01A
0 years, male, black or african american, stage:Stage IIIC, alive, 888 days
68.4
TCGA-AA-3660-01A
0 years, female, stage:Stage II, alive, 2375 days
68.4
TCGA-G4-6317-01A
0 years, female, white, stage:Stage IIIC, alive, 1095 days
68.1
TCGA-CA-5797-01A
0 years, male, asian, stage:Stage IIA, alive, 383 days
67.7
TCGA-G4-6588-01A
0 years, female, white, stage:Stage IIA, alive, 796 days
67.2
TCGA-DM-A28F-01A
0 years, male, white, stage:Stage IIIB, dead, 1094 days
66.9
TCGA-AD-6889-01A
0 years, male, asian, stage:Stage IIA, dead, 2532 days
66.9
TCGA-CM-6674-01A
0 years, male, white, stage:Stage IIA, alive, 394 days
66.6
TCGA-NH-A6GA-01A
0 years, male, black or african american, stage:Stage IIIC, dead, 302 days
66.4
TCGA-QG-A5YX-01A
0 years, female, black or african american, stage:Stage IIA, alive, 1003 days
66.2
TCGA-A6-A566-01A
0 years, female, black or african american, stage:Stage IIIB, dead, 758 days
65.6
TCGA-F4-6805-01A
0 years, female, white, stage:Stage IIA, alive, 1047 days
65.3
TCGA-AZ-6606-01A
0 years, male, white, stage:Stage IV, dead, 357 days
65.3
TCGA-AD-A5EK-01A
0 years, male, black or african american, stage:Stage I, alive, 500 days
65.1
TCGA-CM-6676-01A
0 years, male, white, stage:Stage I, alive, 337 days
64.7
TCGA-CM-6164-01A
0 years, female, white, stage:Stage IIA, alive, 883 days
64.6
TCGA-CK-6751-01A
0 years, female, white, stage:Stage I, alive, 518 days
64.6
TCGA-F4-6854-01A
0 years, female, white, stage:Stage IIA, alive, 16 days
64.5
TCGA-DM-A280-01A
0 years, female, white, stage:Stage IIA, dead, 236 days
64.5
TCGA-G4-6315-01A
0 years, male, white, stage:Stage IV, alive, 1883 days
64.4
TCGA-AD-6888-01A
0 years, male, white, stage:Stage IIIB, dead, 472 days
64.1
TCGA-AY-A8YK-01A
0 years, male, black or african american, stage:Stage IVA, alive, 573 days
64.0
TCGA-CM-6161-01A
0 years, female, white, stage:Stage I, alive, 457 days
63.7
TCGA-D5-6532-01A
0 years, male, white, stage:Stage IIA, alive, 555 days
63.0
TCGA-AZ-5403-01A
0 years, male, white, stage:Stage II, dead, 1910 days
62.8
TCGA-CM-4751-01A
0 years, male, white, stage:Stage IIIB, alive, 822 days
62.8
TCGA-G4-6628-01A
0 years, male, white, stage:Stage I, alive, 2424 days
62.7
TCGA-D5-6922-01A
0 years, male, white, stage:Stage IIIA, alive, 308 days
62.7
TCGA-DM-A28E-01A
0 years, female, white, stage:Stage IIA, alive, 3648 days
62.2
TCGA-QL-A97D-01A
0 years, female, black or african american, stage:Stage I, alive, 666 days
62.0
TCGA-CM-5860-01A
0 years, male, white, stage:Stage IIA, alive, 974 days
61.6
TCGA-CM-5864-01A
0 years, male, white, stage:Stage I, alive, 457 days
61.3
TCGA-D5-6920-01A
0 years, female, white, stage:Stage IIA, alive, 377 days
61.0
TCGA-G4-6322-01A
0 years, male, white, stage:Stage IIIB, alive, 792 days
60.9
TCGA-D5-6927-01A
0 years, male, white, stage:Stage IIA, alive, 287 days
60.9
TCGA-AD-6895-01A
0 years, male, white, stage:Stage IIIB, alive, 763 days
60.6
TCGA-NH-A8F8-01A
0 years, male, black or african american, stage:Stage IV, dead, 511 days
59.3
TCGA-AY-A54L-01A
0 years, female, black or african american, stage:Stage I, alive, 525 days
59.0
TCGA-CK-5916-01A
0 years, female, white, stage:Stage I, dead, 643 days
58.7
TCGA-AZ-6600-01A
0 years, male, black or african american, stage:Stage IV, dead, 368 days
58.6
TCGA-D5-6930-01A
0 years, male, white, stage:Stage IIA, alive, 406 days
58.1
TCGA-F4-6856-01A
0 years, male, white, stage:Stage I, alive, 1074 days
58.1
TCGA-D5-6898-01A
0 years, female, white, stage:Stage I, alive, 229 days
57.9
TCGA-A6-6648-01A
0 years, male, white, stage:Stage IVA, alive, 766 days
57.8
TCGA-D5-6540-01A
0 years, male, white, stage:Stage I, alive, 491 days
57.5
TCGA-AY-A71X-01A
0 years, female, black or african american, stage:Stage I, alive, 588 days
57.5
TCGA-DM-A288-01A
0 years, male, white, stage:Stage IIIC, dead, 427 days
57.2
TCGA-AY-6386-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 542 days
57.0
TCGA-A6-6138-01A
0 years, male, white, stage:Stage I, alive, 685 days
57.0
TCGA-A6-6142-01A
0 years, female, white, stage:Stage IVA, alive, 763 days
56.9
TCGA-AZ-6601-01A
0 years, male, white, stage:Stage II, dead, 3042 days
56.2
TCGA-QG-A5YW-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 896 days
55.9
TCGA-4T-AA8H-01A
0 years, female, black or african american, stage:Stage IIA, alive, 385 days
55.4
TCGA-D5-6932-01A
0 years, male, white, stage:Stage IIA, alive, 346 days
55.0
TCGA-4N-A93T-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 146 days
54.9
TCGA-CM-6168-01A
0 years, female, black or african american, stage:Stage IIA, alive, 395 days
54.4
TCGA-A6-6140-01A
0 years, male, white, stage:Stage IIA, alive, 734 days
54.3
TCGA-AA-3655-01A
0 years, male, stage:Stage II, alive, 1856 days
54.2
TCGA-A6-5667-01A
0 years, female, white, stage:Stage IIIB, alive, 887 days
54.1
TCGA-AD-6964-01A
0 years, male, white, stage:'--, dead, 331 days
54.0
TCGA-G4-6627-01A
0 years, male, white, stage:Stage IIA, alive, 2175 days
53.5
TCGA-3L-AA1B-01A
0 years, female, black or african american, stage:Stage I, alive, 475 days
53.3
TCGA-QG-A5Z2-01A
0 years, male, black or african american, stage:Stage I, alive, 952 days
53.3
TCGA-DM-A285-01A
0 years, female, white, stage:Stage IV, dead, 179 days
53.1
TCGA-5M-AATE-01A
0 years, male, black or african american, stage:Stage IIA, alive, 1200 days
53.0
TCGA-A6-A567-01A
0 years, male, black or african american, stage:Stage IV, dead, 1881 days
52.8
TCGA-CM-6170-01A
0 years, female, white, stage:Stage I, alive, 457 days
52.6
TCGA-G4-6323-01A
0 years, male, black or african american, stage:Stage IA, alive, 419 days
52.2
TCGA-AZ-6605-01A
0 years, male, white, stage:Stage IIIB, dead, 159 days
52.2
TCGA-CK-6747-01A
0 years, female, white, stage:Stage IIA, alive, 820 days
51.7
TCGA-F4-6703-01A
0 years, male, white, stage:Stage IIA, alive, 1456 days
51.1
TCGA-AZ-6603-01A
0 years, female, white, stage:'--, dead, 899 days
50.7
TCGA-G4-6625-01A
0 years, female, white, stage:Stage IIA, alive, 2792 days
50.6
TCGA-F4-6809-01A
0 years, female, white, stage:Stage IVA, dead, 403 days
49.9
TCGA-G4-6320-01A
0 years, male, white, stage:Stage III, alive, 804 days
49.5
TCGA-G4-6314-01A
0 years, female, white, stage:Stage IV, alive, 1093 days
49.1
TCGA-D5-6536-01A
0 years, male, white, stage:Stage IIA, alive, 543 days
48.7
TCGA-G4-6310-01A
0 years, male, white, stage:Stage IIIB, alive, 1935 days
48.7
TCGA-AA-3697-01A
0 years, male, stage:Stage II, alive, 2587 days
48.6
TCGA-G4-6311-01A
0 years, male, white, stage:Stage III, alive, 1199 days
48.5
TCGA-AU-6004-01A
0 years, female, white, stage:Stage I, alive, 824 days
48.2
TCGA-F4-6806-01A
0 years, female, white, stage:Stage I, alive, 1260 days
48.1
TCGA-CK-6748-01A
0 years, female, white, stage:Stage IV, alive, 61 days
47.9
TCGA-CM-6165-01A
0 years, male, white, stage:Stage IIA, alive, 488 days
47.8
TCGA-A6-6653-01A
0 years, male, white, stage:Stage I, alive, 742 days
47.6
TCGA-CM-6679-01A
0 years, male, white, stage:Stage IIA, alive, 306 days
47.5
TCGA-AA-3663-01A
0 years, male, stage:Stage II, alive, 212 days
47.4
TCGA-D5-6924-01A
0 years, male, white, stage:Stage IIA, alive, 435 days
47.4
TCGA-CA-6717-01A
0 years, male, asian, stage:Stage IIA, alive, 388 days
47.3
TCGA-D5-6929-01A
0 years, female, white, stage:Stage IV, alive, 408 days
47.2
TCGA-D5-5538-01A
0 years, female, white, stage:Stage IIIB, dead, 1661 days
46.9
TCGA-AZ-4323-01A
0 years, male, white, stage:Stage IV, dead, 43 days
46.9
TCGA-CM-6169-01A
0 years, male, black or african american, stage:Stage IIA, alive, 396 days
46.7
TCGA-A6-6654-01A
0 years, female, white, stage:Stage IIIB, alive, 726 days
46.6
TCGA-AY-6197-01A
0 years, male, white, stage:Stage IIA, alive, 652 days
46.6
TCGA-DM-A28G-01A
0 years, male, white, stage:Stage IIA, dead, 1849 days
46.6
TCGA-G4-6294-01A
0 years, male, white, stage:Stage IV, dead, 858 days
46.5
TCGA-D5-6535-01A
0 years, female, white, stage:Stage IIIB, alive, 460 days
46.1
TCGA-AZ-5407-01A
0 years, female, white, stage:Stage I, alive, 2683 days
45.9
TCGA-AA-3685-01A
0 years, male, stage:Stage II, alive, 1127 days
45.8
TCGA-A6-A56B-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 1711 days
45.2
TCGA-CA-6719-01A
0 years, male, asian, stage:Stage IIA, alive, 435 days
45.1
TCGA-G4-6299-01A
0 years, male, white, stage:Stage IIIC, alive, 2268 days
45.1
TCGA-CM-5861-01A
0 years, female, white, stage:Stage IIA, alive, 457 days
45.0
TCGA-A6-6141-01A
0 years, male, black or african american, stage:Stage IIA, alive, 255 days
44.9
TCGA-AA-3511-01A
0 years, male, stage:Stage II, alive, 212 days
44.7
TCGA-CK-5912-01A
0 years, male, white, stage:Stage I, dead, 1493 days
44.3
TCGA-CM-6167-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 456 days
44.3
TCGA-D5-6533-01A
0 years, female, white, stage:'--, alive, 775 days
44.0
TCGA-CM-6163-01A
0 years, male, white, stage:Stage I, alive, 427 days
43.7
TCGA-NH-A8F7-01A
0 years, female, black or african american, stage:Stage IIA, alive, 543 days
43.5
TCGA-G4-6297-01A
0 years, female, white, stage:Stage IV, alive, 2506 days
43.4
TCGA-DM-A1D8-01A
0 years, female, white, stage:'--, dead, 383 days
43.4
TCGA-F4-6807-01A
0 years, female, white, stage:Stage IIIC, alive, 1309 days
43.3
TCGA-F4-6855-01A
0 years, female, white, stage:Stage IIA, alive, 1442 days
43.2
TCGA-NH-A6GC-01A
0 years, female, black or african american, stage:Stage IVB, alive, 389 days
42.8
TCGA-A6-6651-01A
0 years, female, white, stage:Stage IIIB, alive, 662 days
42.7
TCGA-AA-3662-01A
0 years, female, stage:Stage IV, alive, 184 days
42.6
TCGA-CA-6716-01A
0 years, male, asian, stage:Stage IIA, alive, 371 days
42.2
TCGA-F4-6569-01A
0 years, male, white, stage:Stage I, alive, 1087 days
41.9
TCGA-AA-3489-01A
0 years, male, stage:Stage II, dead, 214 days
41.9
TCGA-CM-5862-01A
0 years, male, white, stage:Stage IVA, dead, 153 days
41.8
TCGA-CM-6162-01A
0 years, female, white, stage:Stage IIIB, alive, 365 days
40.8
TCGA-DM-A28C-01A
0 years, male, white, stage:Stage IIA, dead, 2475 days
40.6
TCGA-F4-6460-01A
0 years, female, white, stage:Stage IIIB, dead, 972 days
40.5
TCGA-F4-6704-01A
0 years, male, american indian or alaska native, stage:Stage IIIC, alive, 47 days
40.5
TCGA-D5-6928-01A
0 years, male, white, stage:Stage IIA, alive, 354 days
40.4
TCGA-D5-5539-01A
0 years, male, white, stage:Stage IIIA, alive, 596 days
40.4
TCGA-AA-3713-01A
0 years, male, stage:Stage IV, alive, 579 days
40.1
TCGA-CM-6680-01A
0 years, female, white, stage:Stage IIIB, alive, 366 days
39.9
TCGA-F4-6570-01A
0 years, female, white, stage:Stage IIA, dead, 188 days
39.3
TCGA-AA-3675-01A
0 years, male, stage:Stage II, alive, 1431 days
39.2
TCGA-F4-6459-01A
0 years, female, white, stage:Stage IIIB, dead, 262 days
39.2
TCGA-D5-6530-01A
0 years, male, white, stage:Stage I, alive, 621 days
39.0
TCGA-CA-6715-01A
0 years, male, asian, stage:Stage IIIB, alive, 383 days
39.0
TCGA-A6-A565-01A
0 years, female, black or african american, stage:Stage IIIC, dead, 494 days
38.7
TCGA-CM-5863-01A
0 years, female, white, stage:Stage IIIB, alive, 457 days
38.6
TCGA-D5-6926-01A
0 years, male, white, stage:Stage IIIB, alive, 275 days
38.4
TCGA-AA-3496-01A
0 years, female, stage:Stage II, alive, 31 days
38.2
TCGA-A6-6782-01A
0 years, male, white, stage:Stage IIB, alive, 617 days
38.0
TCGA-AZ-6599-01A
0 years, male, white, stage:Stage I, dead, 206 days
37.9
TCGA-AD-6901-01A
0 years, male, white, stage:'--, dead, 682 days
37.6
TCGA-G4-6293-01A
0 years, female, white, stage:Stage III, alive, 4051 days
37.3
TCGA-D5-6538-01A
0 years, female, white, stage:Stage IIIB, alive, 521 days
37.1
TCGA-CM-6172-01A
0 years, female, white, stage:Stage IIIB, alive, 335 days
36.8
TCGA-D5-6539-01A
0 years, female, white, stage:'--, alive, 380 days
35.8
TCGA-D5-6541-01A
0 years, male, white, stage:Stage IIA, alive, 474 days
35.7
TCGA-AD-6899-01A
0 years, male, white, stage:Stage IIIC, dead, 176 days
35.5
TCGA-A6-2675-01A
0 years, male, white, stage:Stage IIA, alive, 1321 days
35.4
TCGA-CM-6675-01A
0 years, male, black or african american, stage:Stage IVB, alive, 397 days
34.6
TCGA-AU-3779-01A
0 years, female, white, stage:Stage IIA, alive, 441 days
34.6
TCGA-A6-6137-01A
0 years, male, white, stage:Stage IIIB, alive, 824 days
33.9
TCGA-G4-6303-01A
0 years, female, white, stage:Stage IV, dead, 2003 days
33.8
TCGA-A6-6649-01A
0 years, male, white, stage:Stage IIIB, alive, 735 days
33.7
TCGA-F4-6461-01A
0 years, female, white, stage:Stage IIIC, dead, 338 days
33.2
TCGA-A6-6652-01A
0 years, male, black or african american, stage:Stage IVA, alive, 751 days
32.9
TCGA-A6-6781-01A
0 years, male, white, stage:Stage IIIC, alive, 598 days
31.9
TCGA-A6-2674-01A
0 years, male, white, stage:Stage IV, alive, 1331 days
31.2
TCGA-NH-A50V-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 588 days
29.8
TCGA-D5-6534-01A
0 years, female, white, stage:Stage IIA, alive, 1316 days
29.6
TCGA-WS-AB45-01A
0 years, female, black or african american, stage:Stage IIA, alive, 2130 days
29.6
TCGA-QG-A5Z1-01A
0 years, male, black or african american, stage:Stage IIIB, dead, 256 days
25.7
TCGA-A6-5662-01A
0 years, male, white, stage:Stage IVA, alive, 718 days
25.1
TCGA-A6-A5ZU-01A
0 years, male, black or african american, stage:Stage IIIB, alive, 293 days
24.7
TCGA-A6-5656-01A
0 years, male, white, stage:Stage I, alive, 1001 days
24.5
TCGA-CM-5348-01A
0 years, male, white, stage:Stage IIIB, alive, 699 days
23.5
TCGA-A6-6780-01A
0 years, male, white, stage:Stage IIA, alive, 612 days
21.4
TCGA-AZ-6607-01A
0 years, male, white, stage:Stage IV, dead, 97 days
17.2
TCGA-AY-6196-01A
0 years, male, white, stage:Stage IIIC, alive, 6 days
16.0
TCGA-G4-6321-01A
0 years, female, white, stage:Stage III, alive, 672 days
16.0
TCGA-A6-3810-01A
0 years, male, white, stage:Stage IIA, alive, 1111 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SNRPF is not prognostic in Colon Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.8
Number of samples
486
Samples
Sample
Description
TPM
U0363
0 years, male, NA, stage:T3N1M0, alive, 3601 days
51.8
U3032
0 years, female, NA, stage:T3N1M0, alive, 449 days
41.8
U0112
0 years, female, NA, stage:T3N0M1, alive, 551 days
36.8
U2815
0 years, female, NA, stage:T3N0M0, alive, 717 days
35.8
U2928
0 years, male, NA, stage:T2N0M0, alive, 563 days
35.2
U0103
0 years, female, NA, stage:T3N1M0, alive, 1197 days
34.3
U0126
0 years, male, NA, stage:T3N0M0, dead, 2876 days
34.1
U1343
0 years, female, NA, stage:T4N2M0, alive, 3178 days
33.5
U0413
0 years, male, NA, stage:T2N0M0, alive, 1228 days
33.3
U3022
0 years, male, NA, stage:T2N0M0, alive, 484 days
33.1
U0211
0 years, female, NA, stage:T3N1M0, alive, 1236 days
32.5
U0377
0 years, female, NA, stage:T3N2M0, alive, 3720 days
31.9
U0063
0 years, male, NA, stage:T1N0M0, dead, 1779 days
31.7
U1032
0 years, male, NA, stage:T3N1M0, alive, 2113 days
30.7
U0004
0 years, female, NA, stage:T4N0M0, alive, 3649 days
30.7
U0208
0 years, female, NA, stage:T3N1M0, dead, 1233 days
30.5
U2891
0 years, male, NA, stage:T3N1M0, alive, 619 days
30.5
U1264
0 years, female, NA, stage:T3N0M0, dead, 1583 days
30.2
U2948
0 years, female, NA, stage:T3N1M0, alive, 543 days
30.1
U0335
0 years, female, NA, stage:T3N1M0, alive, 2464 days
30.0
U0292
0 years, male, NA, stage:T4N1M0, alive, 1666 days
30.0
U0180
0 years, male, NA, stage:T3N0M1, dead, 965 days
29.3
U1078
0 years, female, NA, stage:T3N0M0, alive, 1016 days
29.1
U0127
0 years, female, NA, stage:T3N0M0, dead, 2753 days
29.1
U0165
0 years, female, NA, stage:T2N0M0, alive, 1702 days
29.0
U2882
0 years, female, NA, stage:T3N1M0, alive, 637 days
29.0
U0104
0 years, female, NA, stage:T4N0M0, dead, 1639 days
28.9
U2927
0 years, male, NA, stage:T3N1M0, alive, 564 days
28.9
U0217
0 years, female, NA, stage:T3N0M0, dead, 538 days
28.8
U0455
0 years, female, NA, stage:T3N2M0, alive, 2445 days
28.4
U2959
0 years, male, NA, stage:T3N2M0, alive, 536 days
28.3
U0149
0 years, female, NA, stage:T3N2M0, alive, 1715 days
28.2
U0122
0 years, female, NA, stage:T2N0M0, dead, 159 days
28.1
U0436
0 years, male, NA, stage:T4N1M1, alive, 960 days
28.0
U0275
0 years, female, NA, stage:T3N2M0, alive, 549 days
27.9
U1067
0 years, male, NA, stage:T3N0M0, alive, 1570 days
27.8
U0384
0 years, male, NA, stage:T2N1M1, alive, 1024 days
27.8
U0369
0 years, female, NA, stage:T3N0M0, dead, 1095 days
27.6
U1253
0 years, female, NA, stage:T3N0M0, dead, 165 days
27.5
U1049
0 years, female, NA, stage:T3N1M0, alive, 1200 days
27.4
U0336
0 years, female, NA, stage:T3N0M0, alive, 1100 days
27.3
U2942
0 years, male, NA, stage:T2N0M0, alive, 549 days
27.2
U0280
0 years, male, NA, stage:T3N1M1, alive, 2731 days
27.1
U0231
0 years, female, NA, stage:T2N0M0, alive, 991 days
27.1
U0317
0 years, female, NA, stage:T3N2M0, alive, 3209 days
26.8
U1044
0 years, male, NA, stage:T4N0M0, alive, 3146 days
26.7
U3005
0 years, male, NA, stage:T3N0M0, alive, 478 days
26.7
U0950
0 years, female, NA, stage:T4N1M0, alive, 1834 days
26.6
U0378
0 years, female, NA, stage:T4N1M0, dead, 815 days
26.4
U3122
0 years, female, NA, stage:T3N0M1, dead, 91 days
26.4
U0134
0 years, male, NA, stage:T3N0M0, alive, 2009 days
26.3
U1291
0 years, female, NA, stage:T3N0M0, alive, 2000 days
26.3
U0426
0 years, male, NA, stage:T3N0M0, dead, 976 days
25.8
U0390
0 years, male, NA, stage:T3N1M0, alive, 871 days
25.7
U0960
0 years, male, NA, stage:T3N0M0, alive, 1009 days
25.7
U0459
0 years, female, NA, stage:T3N0M0, alive, 966 days
25.7
U0195
0 years, male, NA, stage:T3N0M0, alive, 3326 days
25.5
U1047
0 years, female, NA, stage:T4N2M0, alive, 3592 days
25.4
U0394
0 years, male, NA, stage:T2N1M0, alive, 969 days
25.4
U1473
0 years, female, NA, stage:T3N0M0, alive, 1553 days
25.4
U1201
0 years, male, NA, stage:T3N2M0, alive, 1484 days
25.3
U2971
0 years, male, NA, stage:T4aN0M0, alive, 629 days
25.3
U0387
0 years, male, NA, stage:T2N0M0, alive, 1327 days
25.1
U1369
0 years, male, NA, stage:T3N0M0, dead, 1604 days
25.0
U0144
0 years, male, NA, stage:T3N0M0, alive, 1218 days
25.0
U0117
0 years, female, NA, stage:T2N0M0, dead, 1078 days
24.9
U0403
0 years, male, NA, stage:T3N1M1, dead, 1809 days
24.8
U1432
0 years, female, NA, stage:T3N1M0, alive, 577 days
24.7
U1155
0 years, male, NA, stage:T4N1M0, alive, 1815 days
24.5
U1292
0 years, female, NA, stage:T4N1M0, alive, 1147 days
24.5
U2780
0 years, male, NA, stage:T3N0M0, alive, 778 days
24.4
U2782
0 years, male, NA, stage:T3N1M1, alive, 773 days
24.4
U1472
0 years, female, NA, stage:T3N1M0, alive, 1316 days
24.2
U0269
0 years, female, NA, stage:T3N0M0, alive, 2530 days
24.1
U0263
0 years, female, NA, stage:T3N0M1, alive, 362 days
23.9
U0277
0 years, male, NA, stage:T2N1M0, alive, 270 days
23.9
U0898
0 years, female, NA, stage:T4aN0M0, dead, 340 days
23.8
U2753
0 years, female, NA, stage:T2N0M0, alive, 813 days
23.8
U0166
0 years, female, NA, stage:T3N0M0, alive, 763 days
23.7
U0287
0 years, female, NA, stage:T2N0M0, alive, 1897 days
23.5
U0999
0 years, male, NA, stage:T3N2M0, alive, 860 days
23.4
U0179
0 years, male, NA, stage:T3N1M0, dead, 1043 days
23.3
U0938
0 years, female, NA, stage:T3N0M0, dead, 1231 days
23.3
U0260
0 years, male, NA, stage:T1N0M1, alive, 2928 days
23.2
U1250
0 years, male, NA, stage:T2N0M0, alive, 597 days
23.2
U2889
0 years, male, NA, stage:T4N0M0, alive, 623 days
23.2
U0342
0 years, male, NA, stage:T4N2M0, alive, 305 days
23.1
U2999
0 years, female, NA, stage:T2N0M0, alive, 581 days
22.8
U3100
0 years, male, NA, stage:T3N1M0, dead, 1608 days
22.7
U0204
0 years, male, NA, stage:T3N0M0, dead, 770 days
22.7
U1129
0 years, male, NA, stage:T3N0M0, dead, 118 days
22.6
U1483
0 years, female, NA, stage:T3N0M0, alive, 1094 days
22.6
U0404
0 years, female, NA, stage:T3N2M0, dead, 204 days
22.5
U0111
0 years, male, NA, stage:T2N0M0, alive, 1117 days
22.4
U2747
0 years, female, NA, stage:T4N1M0, dead, 54 days
22.4
U0154
0 years, male, NA, stage:T3N0M0, alive, 820 days
22.3
U2843
0 years, female, NA, stage:T3N0M0, alive, 674 days
22.3
U0976
0 years, female, NA, stage:T3N2M0, dead, 97 days
22.3
U3039
0 years, male, NA, stage:T4N1M1, dead, 366 days
22.3
U0358
0 years, female, NA, stage:T4N1M0, alive, 2290 days
22.3
U0326
0 years, female, NA, stage:T3N0M0, alive, 3178 days
22.3
U3029
0 years, male, NA, stage:T2N0M0, alive, 475 days
22.3
U0345
0 years, female, NA, stage:T3N0M0, alive, 2127 days
22.2
U1321
0 years, male, NA, stage:T3N1M0, alive, 2578 days
22.2
U3042
0 years, male, NA, stage:T3N0M0, alive, 324 days
22.2
U0244
0 years, female, NA, stage:T3N1M0, alive, 3184 days
22.2
U0472
0 years, male, NA, stage:TXN2M0, alive, 542 days
22.2
U2953
0 years, female, NA, stage:T4aN0M0, alive, 541 days
22.1
U1352
0 years, male, NA, stage:T3N2M1, dead, 741 days
22.0
U0186
0 years, female, NA, stage:T2N0M0, alive, 3726 days
22.0
U0967
0 years, male, NA, stage:T2N0M0, dead, 1691 days
21.9
U0110
0 years, female, NA, stage:T3N1M1, dead, 878 days
21.7
U1099
0 years, female, NA, stage:T3N0M0, alive, 2068 days
21.7
U1212
0 years, female, NA, stage:T2N0M0, alive, 69 days
21.7
U0440
0 years, female, NA, stage:T4N0M0, dead, 2743 days
21.6
U0439
0 years, male, NA, stage:T3N1M0, alive, 1418 days
21.5
U0108
0 years, female, NA, stage:T3N0M1, alive, 535 days
21.4
U0323
0 years, male, NA, stage:T2N0M0, dead, 1016 days
21.4
U1374
0 years, male, NA, stage:T4N0M0, alive, 827 days
21.4
U0314
0 years, female, NA, stage:T1N0M0, dead, 2436 days
21.3
U0225
0 years, male, NA, stage:T3N1M0, alive, 581 days
21.2
U0072
0 years, male, NA, stage:T3N0M0, alive, 2772 days
21.2
U0408
0 years, female, NA, stage:T4N0M0, dead, 2100 days
21.2
U0429
0 years, female, NA, stage:T3N0M1, alive, 1099 days
21.2
U0427
0 years, male, NA, stage:T2N0M0, alive, 1193 days
21.1
U0106
0 years, female, NA, stage:T3N1M0, dead, 653 days
21.1
U0141
0 years, male, NA, stage:T3N2M0, alive, 2079 days
21.0
U1421
0 years, female, NA, stage:T3N1M0, alive, 1905 days
21.0
U1454
0 years, female, NA, stage:T3N0M0, alive, 393 days
21.0
U1102
0 years, male, NA, stage:T2N0M0, alive, 1354 days
21.0
U0081
0 years, male, NA, stage:T3N2M0, dead, 248 days
21.0
U1304
0 years, female, NA, stage:TXNXM0, alive, 1081 days
20.9
U3038
0 years, male, NA, stage:T3N0M0, alive, 328 days
20.9
U1074
0 years, male, NA, stage:T3N0M0, dead, 1043 days
20.8
U3051
0 years, male, NA, stage:T3N2M0, alive, 415 days
20.8
U0069
0 years, female, NA, stage:T4N2M0, dead, 135 days
20.7
U0933
0 years, male, NA, stage:T3N2M0, dead, 1960 days
20.7
U0090
0 years, female, NA, stage:T3N0M0, dead, 1258 days
20.7
U0224
0 years, female, NA, stage:T3N0M0, alive, 2367 days
20.7
U1447
0 years, male, NA, stage:T4N1M0, alive, 988 days
20.6
U1366
0 years, male, NA, stage:T3N1M0, alive, 2010 days
20.6
U0446
0 years, male, NA, stage:T2N0M0, alive, 1446 days
20.6
U3030
0 years, female, NA, stage:T3N0M0, alive, 380 days
20.6
U0091
0 years, male, NA, stage:T3N0M0, alive, 520 days
20.5
U1239
0 years, male, NA, stage:T2N0M0, dead, 1998 days
20.5
U2981
0 years, male, NA, stage:T3N0M0, alive, 508 days
20.5
U0087
0 years, female, NA, stage:T3N2M0, dead, 337 days
20.5
U1158
0 years, female, NA, stage:T3N1M0, alive, 721 days
20.4
U0250
0 years, female, NA, stage:T4N0M0, dead, 906 days
20.3
U0368
0 years, male, NA, stage:T2N0M0, alive, 801 days
20.2
U0073
0 years, male, NA, stage:T4N0MX, dead, 318 days
20.2
U1429
0 years, female, NA, stage:T3N0M0, alive, 1660 days
20.1
U1022
0 years, male, NA, stage:T4N2M0, dead, 61 days
20.0
U3048
0 years, male, NA, stage:T4N2M0, alive, 535 days
20.0
U1401
0 years, female, NA, stage:T3N0M0, alive, 1482 days
20.0
U1258
0 years, male, NA, stage:T3N1M0, alive, 1373 days
20.0
U0471
0 years, female, NA, stage:T3N1M0, alive, 1673 days
19.9
U0433
0 years, male, NA, stage:T4N1M1, dead, 440 days
19.9
U0916
0 years, female, NA, stage:T3N0M0, alive, 1578 days
19.8
U0121
0 years, male, NA, stage:T4N2M0, alive, 655 days
19.7
U0136
0 years, female, NA, stage:T3N0M0, dead, 2795 days
19.7
U3008
0 years, female, NA, stage:T2N0M0, alive, 473 days
19.7
U3025
0 years, male, NA, stage:T4N2M1, alive, 377 days
19.7
U0191
0 years, male, NA, stage:T3N1M0, alive, 900 days
19.7
U2902
0 years, female, NA, stage:T2N0M0, alive, 596 days
19.7
U0094
0 years, female, NA, stage:T3N2M0, alive, 741 days
19.6
U0451
0 years, female, NA, stage:T4N2M0, alive, 3023 days
19.6
U1094
0 years, female, NA, stage:T4N1M0, alive, 1267 days
19.6
U0949
0 years, female, NA, stage:T3N0M1, dead, 594 days
19.6
U0199
0 years, female, NA, stage:T4N2M0, alive, 1372 days
19.6
U0270
0 years, female, NA, stage:T1N0M0, alive, 2187 days
19.6
U1251
0 years, male, NA, stage:T4N2M0, alive, 126 days
19.5
U1386
0 years, male, NA, stage:T3N1M0, alive, 1518 days
19.4
U2958
0 years, female, NA, stage:T1N0M0, alive, 536 days
19.4
U2896
0 years, female, NA, stage:T3N1M0, alive, 609 days
19.4
U1448
0 years, male, NA, stage:T3N0M1, dead, 1512 days
19.4
U0253
0 years, female, NA, stage:T3N0M0, alive, 958 days
19.4
U1141
0 years, female, NA, stage:T4N1M1, dead, 596 days
19.3
U0200
0 years, female, NA, stage:T3N0M0, alive, 2614 days
19.3
U1122
0 years, female, NA, stage:T3N2M0, alive, 1675 days
19.2
U1188
0 years, female, NA, stage:T3N0M0, dead, 967 days
19.2
U1347
0 years, female, NA, stage:T3N0M0, alive, 1401 days
19.1
U3000
0 years, female, NA, stage:T3N0M0, alive, 584 days
19.0
U0158
0 years, male, NA, stage:T1N0M0, dead, 3101 days
19.0
U0352
0 years, female, NA, stage:T4N2M0, dead, 385 days
19.0
U0389
0 years, female, NA, stage:T3N1M0, dead, 927 days
19.0
U0182
0 years, female, NA, stage:T4N1M0, dead, 260 days
19.0
U1332
0 years, male, NA, stage:T3N0M0, alive, 1672 days
18.9
U1257
0 years, male, NA, stage:T3N0M0, alive, 833 days
18.9
U3037
0 years, male, NA, stage:T3N1M0, alive, 405 days
18.8
U1162
0 years, male, NA, stage:T2N1M0, dead, 354 days
18.7
U0589
0 years, female, NA, stage:T3N0M0, alive, 1176 days
18.7
U0915
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.7
U2956
0 years, female, NA, stage:T3N0M0, alive, 540 days
18.6
U1208
0 years, female, NA, stage:T1N0M0, alive, 834 days
18.6
U1344
0 years, female, NA, stage:T3N1M0, alive, 1450 days
18.6
U0450
0 years, female, NA, stage:T3N1M0, alive, 763 days
18.5
U0278
0 years, female, NA, stage:T2N0M0, alive, 763 days
18.5
U0289
0 years, female, NA, stage:T3N0M0, alive, 3511 days
18.5
U1327
0 years, female, NA, stage:T3N0M0, alive, 1613 days
18.4
U2798
0 years, male, NA, stage:T3N0M0, alive, 751 days
18.4
U0268
0 years, male, NA, stage:T3N0M0, alive, 2978 days
18.4
U3012
0 years, male, NA, stage:T3N0M0, alive, 472 days
18.3
U0474
0 years, male, NA, stage:T3N1M0, alive, 1017 days
18.2
U0145
0 years, male, NA, stage:T3N1M1, alive, 623 days
18.2
U0991
0 years, male, NA, stage:T4N2M0, dead, 534 days
18.1
U0987
0 years, female, NA, stage:T3N0M0, alive, 2482 days
18.0
U1303
0 years, male, NA, stage:T4N1M0, alive, 2283 days
18.0
U0441
0 years, female, NA, stage:T2N1M0, alive, 2738 days
17.9
U1147
0 years, male, NA, stage:T3N0M0, dead, 282 days
17.8
U1241
0 years, male, NA, stage:T3N1M0, dead, 49 days
17.8
U1346
0 years, female, NA, stage:T3N0M0, alive, 1137 days
17.8
U0448
0 years, male, NA, stage:T3N2M0, alive, 3615 days
17.8
U1252
0 years, female, NA, stage:T4N2M0, alive, 1309 days
17.7
U0070
0 years, male, NA, stage:T1N0M0, dead, 1319 days
17.7
U1104
0 years, female, NA, stage:T4N0M0, alive, 1109 days
17.7
U0382
0 years, female, NA, stage:T3N0M0, alive, 2550 days
17.7
U0340
0 years, female, NA, stage:T4N2M1, dead, 438 days
17.7
U0328
0 years, male, NA, stage:T4N0M0, dead, 1362 days
17.6
U0101
0 years, male, NA, stage:T3N1M1, alive, 1878 days
17.6
U1349
0 years, female, NA, stage:T3N1M0, alive, 1899 days
17.6
U0467
0 years, female, NA, stage:T3N0M0, alive, 1848 days
17.6
U0207
0 years, female, NA, stage:T3N0M0, dead, 2593 days
17.5
U1392
0 years, male, NA, stage:T3N0M0, alive, 1513 days
17.5
U0411
0 years, female, NA, stage:T3N1M0, alive, 1868 days
17.5
U2837
0 years, female, NA, stage:T4N1M0, alive, 681 days
17.5
U0379
0 years, male, NA, stage:T2N0M0, alive, 1819 days
17.5
U0168
0 years, male, NA, stage:T3N0M0, dead, 948 days
17.4
U0115
0 years, female, NA, stage:T3N0M0, dead, 1738 days
17.4
U0098
0 years, male, NA, stage:T3N0M0, dead, 2473 days
17.4
U0105
0 years, female, NA, stage:T2N0M0, dead, 2158 days
17.4
U0273
0 years, male, NA, stage:T2N1M0, alive, 2641 days
17.4
U0361
0 years, male, NA, stage:T3N0M0, alive, 686 days
17.4
U1114
0 years, female, NA, stage:TXNXM1, dead, 473 days
17.3
U1274
0 years, male, NA, stage:T2N1M0, alive, 1198 days
17.3
U0370
0 years, female, NA, stage:T3N0M0, alive, 1047 days
17.3
U3034
0 years, female, NA, stage:T3N1M0, alive, 443 days
17.2
U0135
0 years, female, NA, stage:T3N0M0, alive, 1738 days
17.2
U1060
0 years, male, NA, stage:T3N0M0, alive, 2442 days
17.1
U0075
0 years, male, NA, stage:T3N0M0, dead, 3 days
17.1
U2819
0 years, female, NA, stage:T3N0M0, alive, 708 days
17.0
U0399
0 years, female, NA, stage:T4N2M0, dead, 547 days
17.0
U2792
0 years, male, NA, stage:T2N1M0, alive, 758 days
17.0
U0124
0 years, female, NA, stage:T1N0M0, alive, 2430 days
16.9
U0235
0 years, female, NA, stage:T3N0M0, alive, 1327 days
16.9
U0084
0 years, male, NA, stage:T3N0M0, dead, 1662 days
16.9
U0189
0 years, female, NA, stage:T3N0M0, dead, 1823 days
16.9
U0966
0 years, male, NA, stage:T4N0M0, dead, 1513 days
16.8
U0099
0 years, female, NA, stage:T3N0M0, dead, 986 days
16.8
U1396
0 years, female, NA, stage:T4N0M0, alive, 1168 days
16.8
U1017
0 years, male, NA, stage:T3N0M0, alive, 615 days
16.8
U0321
0 years, female, NA, stage:T3N0M0, alive, 1029 days
16.7
U0386
0 years, female, NA, stage:T4N1M1, alive, 2592 days
16.7
U0170
0 years, male, NA, stage:T4N1M0, dead, 832 days
16.7
U0442
0 years, male, NA, stage:T3N0M0, alive, 619 days
16.6
U1040
0 years, male, NA, stage:T2N0M0, alive, 1029 days
16.6
U0083
0 years, male, NA, stage:T4N0M0, dead, 731 days
16.6
U0438
0 years, female, NA, stage:T3N0M0, alive, 2009 days
16.5
U0445
0 years, female, NA, stage:T3N0M0, alive, 1851 days
16.5
U0089
0 years, female, NA, stage:T1NXM0, dead, 2365 days
16.5
U0181
0 years, female, NA, stage:T1N0M0, alive, 3623 days
16.4
U2774
0 years, female, NA, stage:T3N0M0, alive, 783 days
16.4
U0908
0 years, female, NA, stage:T3N0M1, dead, 40 days
16.3
U0376
0 years, male, NA, stage:T2N1M0, alive, 965 days
16.3
U0302
0 years, male, NA, stage:T1N0M0, alive, 892 days
16.3
U0123
0 years, male, NA, stage:T3N0M0, dead, 1880 days
16.3
U0464
0 years, male, NA, stage:T3N0M0, alive, 918 days
16.3
U0315
0 years, female, NA, stage:T2N0M0, alive, 1973 days
16.3
U0233
0 years, female, NA, stage:T3N1M0, alive, 975 days
16.3
U0977
0 years, female, NA, stage:T4N2M0, dead, 140 days
16.1
U0447
0 years, male, NA, stage:T4N1M0, dead, 1819 days
16.1
U1204
0 years, male, NA, stage:T4N2M0, alive, 2214 days
16.1
U0119
0 years, female, NA, stage:T3N0M0, alive, 3259 days
16.1
U0176
0 years, male, NA, stage:T3N1M0, alive, 2600 days
16.1
U0316
0 years, male, NA, stage:T3N2M0, alive, 2012 days
16.1
U0303
0 years, female, NA, stage:T3N0M0, alive, 2847 days
16.0
U0290
0 years, male, NA, stage:T4N2M0, dead, 593 days
16.0
U0161
0 years, male, NA, stage:T4N2M1, alive, 42 days
16.0
U0288
0 years, male, NA, stage:T1N0M0, alive, 1513 days
15.9
U0203
0 years, male, NA, stage:T3N0M0, dead, 827 days
15.9
U0344
0 years, male, NA, stage:T2N1M0, dead, 818 days
15.9
U1062
0 years, female, NA, stage:T4N0M0, alive, 1689 days
15.8
U0356
0 years, male, NA, stage:T4N1M0, alive, 536 days
15.8
U0357
0 years, female, NA, stage:T3N0M0, alive, 2285 days
15.8
U0381
0 years, male, NA, stage:T3N1M0, dead, 71 days
15.8
U0942
0 years, male, NA, stage:T3N0M0, alive, 665 days
15.8
U2856
0 years, female, NA, stage:T4N1M1, alive, 660 days
15.8
U0274
0 years, male, NA, stage:T3N0M0, dead, 1570 days
15.8
U0183
0 years, male, NA, stage:T3N1M1, dead, 2957 days
15.7
U0252
0 years, male, NA, stage:T3N1M0, dead, 1761 days
15.7
U0306
0 years, male, NA, stage:T3N1M0, dead, 717 days
15.7
U0338
0 years, female, NA, stage:T3N0M0, alive, 1016 days
15.7
U0460
0 years, female, NA, stage:T3N0M0, dead, 2069 days
15.7
U1235
0 years, female, NA, stage:T2N0M0, alive, 1319 days
15.7
U0143
0 years, male, NA, stage:T3N2M0, alive, 2313 days
15.7
U1276
0 years, male, NA, stage:T3N0M0, alive, 2474 days
15.5
U0162
0 years, female, NA, stage:T3N0M0, alive, 1488 days
15.5
U0257
0 years, male, NA, stage:T3N1M0, dead, 2508 days
15.5
U0939
0 years, male, NA, stage:T3N1M0, alive, 2960 days
15.5
U0444
0 years, female, NA, stage:T4N1M0, alive, 1841 days
15.4
U0202
0 years, male, NA, stage:T3N0M0, dead, 2670 days
15.4
U0307
0 years, male, NA, stage:T3N0M0, alive, 2921 days
15.4
U3043
0 years, female, NA, stage:T3N2M0, alive, 287 days
15.4
U0234
0 years, male, NA, stage:T1N1M0, alive, 990 days
15.4
U2861
0 years, male, NA, stage:T3N0M0, alive, 652 days
15.4
U0185
0 years, male, NA, stage:T1N0M0, alive, 1248 days
15.3
U2803
0 years, male, NA, stage:T3N1M0, alive, 744 days
15.3
U0320
0 years, female, NA, stage:T4N2M1, alive, 188 days
15.3
U0416
0 years, male, NA, stage:T1N1M0, alive, 1228 days
15.3
U1474
0 years, female, NA, stage:T1N0MX, alive, 2012 days
15.2
U0223
0 years, male, NA, stage:T4N1M0, alive, 1812 days
15.2
U0385
0 years, male, NA, stage:T3N0M0, alive, 902 days
15.2
U0215
0 years, male, NA, stage:T3N0M0, alive, 1269 days
15.2
U0465
0 years, male, NA, stage:T3N0M0, alive, 2383 days
15.1
U2935
0 years, male, NA, stage:T4N1M0, alive, 555 days
15.1
U0245
0 years, female, NA, stage:T3N1M0, dead, 564 days
15.0
U1075
0 years, female, NA, stage:T3N0M0, alive, 1290 days
15.0
U0397
0 years, male, NA, stage:T4N0M0, alive, 1663 days
15.0
U0281
0 years, male, NA, stage:T3N2M0, alive, 933 days
15.0
U0167
0 years, male, NA, stage:T3N1M0, alive, 1820 days
15.0
U1018
0 years, male, NA, stage:T4N1M1, dead, 1693 days
14.9
U1220
0 years, male, NA, stage:T3N2M0, dead, 1953 days
14.9
U0972
0 years, female, NA, stage:T1N0M0, alive, 2473 days
14.8
U0256
0 years, male, NA, stage:T3N0M0, alive, 738 days
14.8
U0163
0 years, male, NA, stage:T4N0M0, alive, 697 days
14.8
U1095
0 years, female, NA, stage:T3N1M1, alive, 2425 days
14.8
U1007
0 years, male, NA, stage:T3N0M0, alive, 1333 days
14.7
U0239
0 years, male, NA, stage:T2N0M0, alive, 67 days
14.7
U0882
0 years, male, NA, stage:T3N0M0, alive, 1675 days
14.7
U0350
0 years, female, NA, stage:T4N0M0, alive, 770 days
14.7
U0227
0 years, female, NA, stage:T4N2M0, alive, 291 days
14.7
U0221
0 years, male, NA, stage:T3N0M0, alive, 569 days
14.6
U1013
0 years, female, NA, stage:T2N1M0, alive, 1439 days
14.6
U2995
0 years, female, NA, stage:T3N1M0, alive, 491 days
14.6
U1072
0 years, male, NA, stage:T1N0M0, alive, 1446 days
14.5
U0067
0 years, female, NA, stage:T3N0M0, alive, 2180 days
14.5
U0157
0 years, male, NA, stage:T4N0M0, dead, 131 days
14.5
U0398
0 years, female, NA, stage:T3N0M0, alive, 721 days
14.5
U0240
0 years, female, NA, stage:T3N1M0, dead, 800 days
14.5
U1145
0 years, female, NA, stage:T3N0M0, dead, 445 days
14.5
U2975
0 years, male, NA, stage:T4N1M0, alive, 514 days
14.5
U0254
0 years, female, NA, stage:T3N1M0, alive, 659 days
14.4
U0462
0 years, female, NA, stage:T4N1M0, alive, 1017 days
14.4
U0171
0 years, female, NA, stage:T3N1M0, dead, 1920 days
14.4
U0262
0 years, female, NA, stage:T2N0M0, alive, 2534 days
14.4
U1301
0 years, female, NA, stage:T4N2M0, dead, 877 days
14.3
U0222
0 years, female, NA, stage:T3N2M1, alive, 1779 days
14.3
U3018
0 years, male, NA, stage:T4N1M0, alive, 463 days
14.3
U0113
0 years, male, NA, stage:T4N2M0, alive, 1102 days
14.3
U0937
0 years, male, NA, stage:T2N0M0, dead, 1558 days
14.2
U0125
0 years, female, NA, stage:T1N0M0, dead, 668 days
14.2
U0078
0 years, female, NA, stage:T3N0M0, alive, 1183 days
14.2
U0443
0 years, male, NA, stage:T3N0M0, alive, 1677 days
14.2
U0984
0 years, female, NA, stage:T4N0M0, alive, 1287 days
14.2
U0970
0 years, female, NA, stage:T4N1M0, alive, 939 days
14.2
U1034
0 years, male, NA, stage:T4N0M0, alive, 1575 days
14.1
U1160
0 years, male, NA, stage:T3N1M0, alive, 1557 days
14.1
U2754
0 years, male, NA, stage:T4N0M0, alive, 809 days
14.1
U3050
0 years, female, NA, stage:T3N0M0, alive, 407 days
14.0
U0375
0 years, male, NA, stage:T3N0M0, dead, 666 days
14.0
U0146
0 years, female, NA, stage:T3N2M0, dead, 733 days
13.9
U0266
0 years, female, NA, stage:T3N1M0, dead, 2221 days
13.9
U0156
0 years, female, NA, stage:T4N1M0, alive, 1573 days
13.9
U0934
0 years, female, NA, stage:T3N0M0, alive, 1185 days
13.9
U0414
0 years, male, NA, stage:T3N0M0, alive, 1691 days
13.8
U1111
0 years, female, NA, stage:T3N0M0, dead, 1631 days
13.8
U1338
0 years, female, NA, stage:T4N1M0, dead, 716 days
13.7
U0102
0 years, female, NA, stage:T4N2M0, dead, 670 days
13.7
U0309
0 years, female, NA, stage:T3N0M0, dead, 1898 days
13.6
U1317
0 years, male, NA, stage:T4N1M0, alive, 965 days
13.6
U0300
0 years, male, NA, stage:T2N0M0, alive, 974 days
13.6
U1127
0 years, female, NA, stage:T3N0M0, alive, 3465 days
13.6
U1228
0 years, male, NA, stage:T3N0M0, alive, 1333 days
13.6
U0955
0 years, female, NA, stage:T3N0M0, alive, 2170 days
13.6
U0327
0 years, male, NA, stage:T4N0M0, alive, 833 days
13.6
U0218
0 years, female, NA, stage:T3N0M0, alive, 714 days
13.6
U0068
0 years, female, NA, stage:T3N1M0, alive, 1991 days
13.5
U2947
0 years, female, NA, stage:T3N0M0, alive, 543 days
13.5
U0209
0 years, male, NA, stage:T3N1M0, alive, 2109 days
13.5
U1240
0 years, male, NA, stage:T4N0M0, alive, 765 days
13.4
U0355
0 years, male, NA, stage:T4N1M0, dead, 1038 days
13.4
U1086
0 years, female, NA, stage:T1N0M0, alive, 2907 days
13.3
U0392
0 years, male, NA, stage:T3N2M0, alive, 489 days
13.3
U0348
0 years, female, NA, stage:T3N0M0, alive, 533 days
13.2
U0319
0 years, male, NA, stage:T3N0M0, alive, 2801 days
13.2
U0152
0 years, male, NA, stage:T3N1M0, alive, 989 days
13.2
U0463
0 years, male, NA, stage:T3N0M0, alive, 946 days
13.2
U0285
0 years, female, NA, stage:T3N0M0, alive, 2165 days
13.2
U1041
0 years, male, NA, stage:T2N0M0, alive, 1108 days
13.1
U0383
0 years, male, NA, stage:T3N2M1, dead, 595 days
13.1
U0107
0 years, male, NA, stage:T3N0M0, dead, 2354 days
13.1
U0092
0 years, male, NA, stage:T3N0M0, alive, 2779 days
13.1
U0066
0 years, male, NA, stage:T3N0M0, dead, 2486 days
12.8
U0400
0 years, male, NA, stage:T4N0M0, dead, 1073 days
12.8
U0248
0 years, male, NA, stage:T3N0M0, alive, 1870 days
12.7
U0129
0 years, male, NA, stage:T4N0M0, dead, 1265 days
12.6
U1069
0 years, female, NA, stage:T3N0M0, dead, 2187 days
12.6
U1045
0 years, female, NA, stage:T4N2M0, alive, 1239 days
12.6
U0473
0 years, male, NA, stage:T3N1M0, alive, 786 days
12.5
U0312
0 years, female, NA, stage:T4N2M1, alive, 499 days
12.5
U1107
0 years, male, NA, stage:T3N0M0, alive, 329 days
12.5
U0100
0 years, female, NA, stage:T3N0M0, dead, 1920 days
12.5
U1031
0 years, male, NA, stage:T1N1M0, alive, 1625 days
12.3
U0142
0 years, female, NA, stage:T4N1M0, alive, 2340 days
12.2
U0318
0 years, male, NA, stage:T3N0M0, alive, 762 days
12.2
U0349
0 years, male, NA, stage:T3N1M0, alive, 2682 days
12.1
U1071
0 years, female, NA, stage:T4N0M1, alive, 1514 days
12.1
U0249
0 years, female, NA, stage:T4N2M0, dead, 874 days
12.1
U0153
0 years, female, NA, stage:T3N0M0, dead, 1718 days
12.1
U0169
0 years, male, NA, stage:T4N2M0, alive, 616 days
12.0
U2964
0 years, male, NA, stage:T3N1M0, alive, 637 days
12.0
U0435
0 years, female, NA, stage:T2N0M0, alive, 3616 days
12.0
U0082
0 years, female, NA, stage:T3N1M0, dead, 2339 days
11.9
U0469
0 years, male, NA, stage:T3N0M0, dead, 409 days
11.9
U0929
0 years, male, NA, stage:T4N1M0, alive, 436 days
11.8
U0175
0 years, male, NA, stage:T3N2M0, alive, 1875 days
11.8
U0236
0 years, male, NA, stage:T3N1M0, alive, 1842 days
11.8
U1436
0 years, female, NA, stage:T3N0M0, alive, 1745 days
11.8
U2848
0 years, female, NA, stage:T4N2M0, alive, 669 days
11.8
U0396
0 years, male, NA, stage:T4N2M0, alive, 2243 days
11.7
U1037
0 years, male, NA, stage:T4N0M0, alive, 1658 days
11.7
U1120
0 years, male, NA, stage:T4N1M1, alive, 823 days
11.7
U1065
0 years, female, NA, stage:T3N2M0, alive, 2954 days
11.6
U0151
0 years, female, NA, stage:T3N0M0, alive, 2014 days
11.5
U0308
0 years, male, NA, stage:T4N1M0, alive, 1075 days
11.5
U0590
0 years, female, NA, stage:T3N0M0, alive, 661 days
11.5
U3024
0 years, female, NA, stage:T3N0M0, alive, 463 days
11.4
U1446
0 years, female, NA, stage:T3N0M0, alive, 2314 days
11.4
U1213
0 years, female, NA, stage:T2N0M0, alive, 560 days
11.4
U0297
0 years, female, NA, stage:T3N2M0, alive, 1196 days
11.4
U0354
0 years, male, NA, stage:T3N1M0, alive, 430 days
11.3
U0453
0 years, male, NA, stage:T3N0M0, alive, 2859 days
11.3
U0360
0 years, female, NA, stage:T3N0M0, dead, 1016 days
11.2
U0002
0 years, female, NA, stage:T3N2M0, alive, 3691 days
11.2
U0313
0 years, male, NA, stage:T4N1M0, dead, 1142 days
11.2
U1184
0 years, male, NA, stage:T4N1M0, alive, 290 days
11.1
U1267
0 years, male, NA, stage:T3N1M0, dead, 2869 days
11.1
U0198
0 years, male, NA, stage:T3N1M0, alive, 1272 days
11.0
U0424
0 years, male, NA, stage:T3N0M0, alive, 2192 days
11.0
U1130
0 years, male, NA, stage:T2N1M0, alive, 913 days
11.0
U0133
0 years, female, NA, stage:T3N0M0, alive, 773 days
11.0
U0362
0 years, male, NA, stage:T3N0M0, alive, 1148 days
10.8
U0401
0 years, male, NA, stage:T4N1M0, alive, 1715 days
10.8
U0095
0 years, male, NA, stage:T4N1M0, dead, 1034 days
10.8
U0421
0 years, male, NA, stage:T3N1M0, alive, 674 days
10.7
U0373
0 years, female, NA, stage:T3N0M0, alive, 1822 days
10.7
U1246
0 years, female, NA, stage:T3N0M0, alive, 1441 days
10.6
U0178
0 years, female, NA, stage:T3N1M0, dead, 2096 days
10.4
U0210
0 years, male, NA, stage:T3N0M0, dead, 1800 days
10.3
U0172
0 years, male, NA, stage:T4N0M0, dead, 678 days
10.2
U0193
0 years, male, NA, stage:T3N1M0, dead, 876 days
10.2
U0295
0 years, male, NA, stage:T3N0M0, dead, 2572 days
10.2
U0187
0 years, male, NA, stage:T3N2M0, alive, 1632 days
10.0
U0177
0 years, female, NA, stage:T3N0M0, alive, 355 days
10.0
U2979
0 years, male, NA, stage:T3N2M0, alive, 616 days
10.0
U0246
0 years, female, NA, stage:T4N0M0, dead, 1192 days
10.0
U0347
0 years, female, NA, stage:T4N1M1, alive, 628 days
9.8
U1073
0 years, female, NA, stage:T3N1M0, alive, 1359 days
9.8
U0131
0 years, female, NA, stage:T4N2M1, alive, 238 days
9.7
U0367
0 years, female, NA, stage:T3N1M0, alive, 3075 days
9.5
U1150
0 years, female, NA, stage:T3N0M0, alive, 15 days
9.5
U0259
0 years, female, NA, stage:T4N2M0, alive, 76 days
9.2
U1059
0 years, male, NA, stage:T3N1M0, alive, 2790 days
9.0
U0456
0 years, male, NA, stage:T4N0M0, dead, 2222 days
9.0
U0247
0 years, female, NA, stage:T3N1M0, alive, 2538 days
8.9
U0229
0 years, female, NA, stage:TXN2M1, dead, 2115 days
8.9
U0267
0 years, male, NA, stage:T4N0M0, dead, 445 days
8.7
U0993
0 years, male, NA, stage:T4N2M0, alive, 1267 days
8.7
U0085
0 years, male, NA, stage:T4N1M0, dead, 1698 days
8.6
U1046
0 years, female, NA, stage:T4N2M1, dead, 697 days
8.5
U0428
0 years, male, NA, stage:T4N1M1, alive, 1016 days
8.4
U1103
0 years, female, NA, stage:T4N2M0, alive, 975 days
8.4
U2842
0 years, female, NA, stage:T4N2M0, alive, 675 days
7.6
U0420
0 years, male, NA, stage:T4N1M1, alive, 417 days
7.5
U1486
0 years, female, NA, stage:T4N0M0, alive, 1606 days
7.5
U0365
0 years, female, NA, stage:T4N1M0, dead, 313 days
7.4
U0109
0 years, female, NA, stage:T4N2M1, alive, 144 days
7.0
U0148
0 years, male, NA, stage:T3N0M0, alive, 1780 days
6.9
U0214
0 years, male, NA, stage:T4N1M1, alive, 788 days
6.7
U0449
0 years, female, NA, stage:T3N0M0, alive, 1851 days
6.2
U0196
0 years, male, NA, stage:T3N0M0, alive, 2086 days
6.1
U0332
0 years, female, NA, stage:T3N0M0, alive, 2101 days
6.1
U0333
0 years, female, NA, stage:T3N2M0, dead, 1959 days
5.7
U1183
0 years, male, NA, stage:T4N2M0, alive, 959 days
5.7
U1384
0 years, male, NA, stage:T4N1M0, alive, 1319 days
3.6
U0074
0 years, female, NA, stage:T3N0M0, dead, 1438 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SNRPF is not prognostic in Rectum Adenocarcinoma (TCGA)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
60.3
Number of samples
88
Samples
Sample
Description
TPM
TCGA-DY-A1H8-01A
0 years, female, white, stage:Stage IIIA, dead, 992 days
246.7
TCGA-AF-A56N-01A
0 years, female, black or african american, stage:Stage IIA, alive, 360 days
108.1
TCGA-AH-6549-01A
0 years, male, white, stage:'--, alive, 532 days
105.5
TCGA-CL-4957-01A
0 years, female, stage:'--, dead, 425 days
101.2
TCGA-F5-6814-01A
0 years, male, white, stage:Stage IIA, alive, 1131 days
99.2
TCGA-AF-5654-01A
0 years, female, white, stage:Stage I, dead, 512 days
95.3
TCGA-CI-6620-01A
0 years, female, white, stage:Stage IVA, alive, 1009 days
94.7
TCGA-DY-A1DG-01A
0 years, male, white, stage:Stage IVA, dead, 1566 days
94.2
TCGA-DC-6682-01A
0 years, male, white, stage:Stage IIA, alive, 762 days
93.6
TCGA-DC-6160-01A
0 years, male, white, stage:Stage I, alive, 1339 days
89.8
TCGA-EI-6513-01A
0 years, male, white, stage:Stage IIIB, alive, 497 days
84.6
TCGA-AF-A56L-01A
0 years, female, black or african american, stage:Stage IIIC, alive, 2007 days
84.3
TCGA-AH-6897-01A
0 years, male, white, stage:Stage I, alive, 804 days
82.6
TCGA-EI-6508-01A
0 years, female, white, stage:Stage IIIB, alive, 636 days
79.8
TCGA-DC-6681-01A
0 years, female, white, stage:Stage IVA, alive, 790 days
79.8
TCGA-DY-A1DC-01A
0 years, female, white, stage:Stage IIA, dead, 1258 days
79.1
TCGA-EI-6512-01A
0 years, female, white, stage:Stage IIIB, alive, 538 days
78.4
TCGA-EI-6507-01A
0 years, male, white, stage:Stage IIA, alive, 607 days
74.4
TCGA-DC-5869-01A
0 years, female, black or african american, stage:Stage IIIB, alive, 943 days
73.8
TCGA-DC-5337-01A
0 years, male, white, stage:Stage I, alive, 792 days
73.2
TCGA-AF-2687-01A
0 years, male, white, stage:Stage IIIC, alive, 1427 days
72.5
TCGA-DC-4749-01A
0 years, male, white, stage:Stage I, alive, 762 days
71.2
TCGA-CI-6621-01A
0 years, male, white, stage:Stage IIIB, alive, 419 days
69.4
TCGA-F5-6813-01A
0 years, male, white, stage:Stage IIIC, dead, 598 days
69.3
TCGA-DT-5265-01A
0 years, male, asian, stage:Stage II, alive, 384 days
68.9
TCGA-DC-4745-01A
0 years, female, white, stage:Stage IIIB, alive, 639 days
68.7
TCGA-AG-3742-01A
0 years, female, stage:Stage I, alive, 30 days
68.3
TCGA-DC-6683-01A
0 years, male, white, stage:Stage IIIB, alive, 762 days
67.8
TCGA-AG-3592-01A
0 years, male, stage:Stage IIA, alive, 1035 days
67.5
TCGA-AG-3902-01A
0 years, male, stage:Stage IIA, alive, 974 days
67.1
TCGA-EI-6917-01A
0 years, male, white, stage:Stage IIIA, alive, 531 days
66.0
TCGA-EF-5830-01A
0 years, male, white, stage:Stage IIB, alive, 106 days
65.3
TCGA-AG-3731-01A
0 years, male, stage:Stage IV, alive, 1126 days
64.6
TCGA-AF-6655-01A
0 years, male, white, stage:Stage IIIA, alive, 609 days
63.7
TCGA-F5-6863-01A
0 years, female, white, stage:Stage IIIB, dead, 361 days
63.2
TCGA-G5-6233-01A
0 years, male, white, stage:'--, dead, 556 days
61.9
TCGA-CI-6622-01A
0 years, male, white, stage:Stage IIB, alive, 1362 days
61.6
TCGA-AH-6544-01A
0 years, male, white, stage:'--, alive, 1173 days
61.1
TCGA-EI-6881-01A
0 years, male, white, stage:Stage IIIA, alive, 499 days
61.0
TCGA-AF-2693-01A
0 years, male, white, stage:Stage I, alive, 1155 days
60.3
TCGA-G5-6641-01A
0 years, male, white, stage:Stage IIIA, alive, 804 days
60.1
TCGA-DY-A1DE-01A
0 years, female, white, stage:Stage IIA, alive, 3932 days
59.2
TCGA-F5-6861-01A
0 years, female, white, stage:Stage IIA, alive, 1160 days
58.8
TCGA-EI-6885-01A
0 years, female, white, stage:Stage IV, alive, 415 days
58.8
TCGA-AH-6643-01A
0 years, male, white, stage:Stage IIIC, dead, 1314 days
57.9
TCGA-AG-4021-01A
0 years, female, stage:Stage IV, dead, 121 days
56.6
TCGA-AF-3911-01A
0 years, male, white, stage:Stage IIIC, alive, 1148 days
56.0
TCGA-BM-6198-01A
0 years, male, white, stage:Stage IIIB, alive, 646 days
55.6
TCGA-AF-6136-01A
0 years, female, white, stage:Stage IIIB, alive, 741 days
54.3
TCGA-F5-6811-01A
0 years, female, white, stage:Stage IIA, alive, 979 days
53.6
TCGA-EI-7004-01A
0 years, female, white, stage:'--, alive, 257 days
53.5
TCGA-EI-7002-01A
0 years, male, white, stage:Stage IV, alive, 364 days
53.3
TCGA-DC-6157-01A
0 years, male, black or african american, stage:Stage I, alive, 1581 days
52.8
TCGA-EF-5831-01A
0 years, male, white, stage:Stage IIA, alive, 127 days
52.8
TCGA-DY-A1DD-01A
0 years, female, white, stage:Stage IIIB, dead, 1741 days
51.6
TCGA-G5-6235-01A
0 years, male, white, stage:Stage IIIB, alive, 1696 days
51.0
TCGA-AH-6644-01A
0 years, male, white, stage:'--, alive, 838 days
50.7
TCGA-EI-6510-01A
0 years, female, white, stage:'--, alive, 556 days
50.2
TCGA-CL-5917-01A
0 years, female, white, stage:Stage IIIC, alive, 2376 days
48.6
TCGA-EI-6506-01A
0 years, female, white, stage:Stage IIA, alive, 625 days
47.9
TCGA-EI-6509-01A
0 years, male, white, stage:Stage IIIC, alive, 517 days
45.9
TCGA-AF-A56K-01A
0 years, male, black or african american, stage:Stage IIA, alive, 2635 days
44.5
TCGA-DC-6154-01A
0 years, female, white, stage:Stage IVA, alive, 365 days
44.1
TCGA-AF-6672-01A
0 years, male, white, stage:Stage IV, alive, 748 days
43.4
TCGA-AG-3591-01A
0 years, female, stage:Stage IIA, alive, 1035 days
42.2
TCGA-AH-6903-01A
0 years, male, white, stage:Stage IIIB, alive, 592 days
42.2
TCGA-G5-6572-01A
0 years, male, white, stage:'--, dead, 1432 days
41.6
TCGA-EI-6511-01A
0 years, male, white, stage:Stage IIIB, alive, 482 days
41.6
TCGA-DY-A0XA-01A
0 years, female, white, stage:Stage IIA, alive, 3846 days
41.1
TCGA-F5-6864-01A
0 years, female, white, stage:Stage IIIB, alive, 379 days
40.4
TCGA-EI-6882-01A
0 years, male, white, stage:Stage IIA, alive, 262 days
40.3
TCGA-DC-6158-01A
0 years, male, white, stage:Stage I, dead, 334 days
39.9
TCGA-F5-6465-01A
0 years, female, white, stage:Stage IIA, alive, 1506 days
36.1
TCGA-F5-6464-01A
0 years, female, white, stage:Stage IIIC, dead, 303 days
35.7
TCGA-EI-6884-01A
0 years, male, white, stage:Stage IIIA, alive, 328 days
35.3
TCGA-DY-A1DF-01A
0 years, female, white, stage:Stage IIIC, dead, 734 days
33.7
TCGA-DC-6156-01A
0 years, male, white, stage:Stage IVA, alive, 943 days
33.2
TCGA-AF-2690-01A
0 years, female, white, stage:Stage IIIC, dead, 524 days
32.4
TCGA-F5-6702-01A
0 years, male, white, stage:Stage IVA, dead, 869 days
32.1
TCGA-AF-4110-01A
0 years, male, white, stage:Stage IVA, alive, 912 days
30.6
TCGA-DC-6155-01A
0 years, female, white, stage:Stage IIIA, alive, 425 days
30.1
TCGA-EI-6514-01A
0 years, female, white, stage:Stage IIA, alive, 496 days
28.4
TCGA-AG-4022-01A
0 years, female, stage:Stage II, alive, 1400 days
27.9
TCGA-F5-6571-01A
0 years, female, white, stage:Stage IIA, alive, 1288 days
27.7
TCGA-F5-6812-01A
0 years, male, white, stage:Stage IIA, alive, 1110 days
27.5
TCGA-AH-6547-01A
0 years, female, white, stage:'--, dead, 76 days
26.8
TCGA-EI-6883-01A
0 years, male, white, stage:Stage IIC, alive, 350 days
The Survival Scatter plot shows the clinical status (i.e. dead or alive) for all individuals in the patient cohort, based on the same data that underlies the corresponding Kaplan-Meier plots. Patients that are alive at last time for follow-up are shown in blue and patients who have died during the study are shown in red.
The x-axis shows the expression levels (FPKM) of the investigated gene in the tumor tissue at the time of diagnosis. The y-axis shows the follow-up time after diagnosis (years). Both axes are complimented with kernel density curves demonstrating the data density over the axes. The top density plot shows the expression levels (FPKM) distribution among dead (red) and alive patients (blue). The right density plot shows the data density of the survived years of dead patients with high and low expression levels respectively, stratified using the cutoff indicated by the vertical dashed line through the Survival Scatter plot. This cutoff is automatically defined based on the FPKM cutoff that minimizes the p-score. The cutoff can be changed by dragging the vertical line or by entering a cutoff value in the square labeled "Current cut-off".
Under the Survival Scatter plot the p-score landscape (black curve; left axis) is shown together with dead median separation (red curve; right axis). Dead median separation is the difference in median mRNA expression between patients who have died with high and low expression, respectively. It is calculated as follows: median FPKM expression of dead patients with high expression - median FPKM expression of dead patients with low expression. This is intended to aid the user in visually exploring custom cutoffs and the associated p-scores and dead median separation.
Individual patient data is displayed and can be filtered by clicking on one or more of the category buttons on the top of the page. Categories describing expression level and patient information include: high, low, alive, dead, female, male and tumor stages. The scale of the x-axis can be toggled between linear and log-scale by clicking on the "x log" button. Mouse-over function shows TCGA ID, patient information and mRNA expression (FPKM) for each patient.
& Survival analysisi
Kaplan-Meier plots summarize results from analysis of correlation between mRNA expression level and patient survival. Patients were divided based on level of expression into one of the two groups "low" (under cut off) or "high" (over cut off). X-axis shows time for survival (years) and y-axis shows the probability of survival, where 1.0 corresponds to 100 percent.
SNRPF is not prognostic in Rectum Adenocarcinoma (validation)
Stage:
Survival analysis
Current cut offi
Current cut-off shows the cut-off (FPKM) currently selected. It may be changed manually. When the current cut-off is changed, the vertical dashed line indicating cut-off, the interactive survival scatter plot and the Kaplan-Meier curve will be automatically adjusted to show results accordingly.
:
Best expression cut offi
Based on the FPKM value of each gene, patients were classified into two groups and association between prognosis (survival) and gene expression (FPKM) was examined. The best expression cut-off refers the FPKM value that yields maximal difference with regard to survival between the two groups at the lowest log-rank P-value. Best expression cut-off was selected based on survival analysis .
When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the best expression cut-off.
Median expression refers to the median FPKM value calculated based on the gene expression (FPKM) data from all patients in this dataset. When clicking on this number, the vertical dashed line indicating cut-off, the interactive survival plot, and the Kaplan-Meier curve will be adjusted to show results based on the median expression.
Median follow up time refers to the median time (years) after diagnosis with this type of cancer, based on clinical data from all patients in this dataset.
: N/A
P scorei
Log-rank P value for Kaplan-Meier plot showing results from analysis of correlation between mRNA expression level and patient survival.
N/A
5-year survival highi
5-year survival for patients with higher expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
5-year survival lowi
5-year survival for patients with lower expression than the expression cutoff.
For melanoma and glioma, 3-year survival is shown.
N/A
TCGA RNA samplesi
RNA-seq data is reported as average FPKM (number Fragments Per Kilobase of exon per Million reads), generated by the The Cancer Genome Atlas (TCGA) .
Normal distribution across the dataset is visualized with box plots, shown as median and 25th and 75th percentiles. Points are displayed as outliers if they are above or below 1.5 times the interquartile range. FPKM values of the individual samples are presented next to the box plot.
Average TPM
17.8
Number of samples
207
Samples
Sample
Description
TPM
U0030
0 years, female, NA, stage:T2N0M0, dead, 987 days
43.4
U0114
0 years, male, NA, stage:T3N0M0, alive, 1910 days
37.8
U0595
0 years, male, NA, stage:T2N0M0, alive, 2535 days
37.0
U0406
0 years, female, NA, stage:T4N2M1, dead, 778 days
35.7
U0391
0 years, female, NA, stage:T3N0M0, alive, 1179 days
33.2
U0147
0 years, female, NA, stage:T3N0M0, dead, 2085 days
32.9
U0293
0 years, male, NA, stage:T3N1M0, alive, 2717 days
32.8
U0077
0 years, female, NA, stage:T2N0M0, dead, 588 days
32.4
U0276
0 years, male, NA, stage:T3N1M1, alive, 934 days
32.0
U0805
0 years, male, NA, stage:T3N1M1, dead, 731 days
31.2
U0080
0 years, female, NA, stage:T3N0M0, dead, 489 days
30.6
U0296
0 years, male, NA, stage:T3N0M0, alive, 2610 days
30.6
U0652
0 years, male, NA, stage:T3N0M0, alive, 1319 days
30.0
U0001
0 years, female, NA, stage:T3N0M0, alive, 3188 days
29.4
U0484
0 years, male, NA, stage:T4N2M0, alive, 1275 days
28.9
U0800
0 years, male, NA, stage:T3N2M1, dead, 411 days
28.4
U0243
0 years, female, NA, stage:T3N2M0, alive, 2975 days
28.3
U0555
0 years, male, NA, stage:T3N2M0, alive, 2043 days
28.2
U0232
0 years, female, NA, stage:T2N0M0, dead, 994 days
27.3
U0366
0 years, male, NA, stage:T3NXM1, alive, 895 days
27.2
U0820
0 years, male, NA, stage:T3NXM1, dead, 622 days
26.9
U0591
0 years, male, NA, stage:T2N0M0, alive, 1023 days
26.8
U0230
0 years, female, NA, stage:T1N1M0, alive, 3152 days
26.6
U0577
0 years, female, NA, stage:T3N2M0, alive, 2474 days
26.3
U0294
0 years, male, NA, stage:T4N0M1, alive, 561 days
26.2
U0561
0 years, female, NA, stage:T3N2M0, alive, 1577 days
26.0
U0793
0 years, male, NA, stage:T3N1M1, dead, 195 days
25.9
U0116
0 years, male, NA, stage:T3N1M0, dead, 930 days
25.7
U0512
0 years, male, NA, stage:T3N0M0, alive, 2550 days
25.4
U0241
0 years, female, NA, stage:T2N1M0, alive, 552 days
25.2
U0353
0 years, female, NA, stage:T1N0M0, alive, 2912 days
25.0
U0212
0 years, male, NA, stage:T3N0M1, alive, 1330 days
25.0
U0865
0 years, female, NA, stage:T3N1M1, dead, 856 days
24.9
U0535
0 years, female, NA, stage:T4N1M0, alive, 2473 days
24.8
U0562
0 years, female, NA, stage:T3N1M0, alive, 3092 days
24.1
U0695
0 years, male, NA, stage:T3N0M0, alive, 566 days
23.8
U0594
0 years, male, NA, stage:T3N0M0, alive, 2852 days
23.6
U0120
0 years, female, NA, stage:T3N0M0, alive, 3233 days
23.5
U0553
0 years, female, NA, stage:T3N2M0, alive, 1704 days
23.2
U0802
0 years, male, NA, stage:T3N2M1, dead, 338 days
23.1
U0213
0 years, male, NA, stage:T3N1M0, alive, 3018 days
23.0
U0220
0 years, male, NA, stage:T2N0M0, alive, 1066 days
23.0
U0538
0 years, female, NA, stage:T3N1M0, alive, 1308 days
22.9
U0565
0 years, male, NA, stage:T4N1M0, alive, 1452 days
22.9
U0494
0 years, male, NA, stage:T4N2M0, alive, 1290 days
22.8
U0128
0 years, female, NA, stage:T3N1M0, alive, 449 days
22.8
U3049
0 years, male, NA, stage:T2N0M0, alive, 533 days
22.8
U0545
0 years, male, NA, stage:T3N0M0, alive, 2340 days
22.7
U0466
0 years, male, NA, stage:T3N0M0, alive, 1381 days
22.6
U0431
0 years, female, NA, stage:T3N1M0, alive, 695 days
22.5
U0331
0 years, male, NA, stage:T3N1M1, dead, 906 days
22.5
U2994
0 years, female, NA, stage:T4N1M0, alive, 132 days
22.5
U0434
0 years, male, NA, stage:T2N0M0, alive, 2558 days
22.3
U0458
0 years, male, NA, stage:T3N2M0, alive, 1073 days
22.3
U0849
0 years, female, NA, stage:T4N0M1, dead, 267 days
22.3
U3023
0 years, female, NA, stage:T2N0M0, alive, 404 days
22.2
U2955
0 years, male, NA, stage:T3N1M0, alive, 181 days
22.2
U0558
0 years, female, NA, stage:T3N2M0, alive, 2011 days
21.8
U0638
0 years, male, NA, stage:T2N0M0, alive, 1801 days
21.8
U0578
0 years, male, NA, stage:T2N2M0, alive, 1724 days
21.6
U0776
0 years, male, NA, stage:T4N2M0, alive, 1702 days
21.3
U0658
0 years, male, NA, stage:T3N2M0, alive, 1108 days
21.0
U0568
0 years, male, NA, stage:T4N1M0, alive, 1287 days
20.8
U0374
0 years, female, NA, stage:T2N0M0, alive, 1067 days
20.8
U0539
0 years, male, NA, stage:T4N2M0, alive, 2017 days
20.7
U0423
0 years, female, NA, stage:T4N2M0, alive, 2735 days
20.5
U2972
0 years, male, NA, stage:T3N0M0, alive, 161 days
20.4
U0093
0 years, male, NA, stage:T3N2M0, dead, 1118 days
20.4
U0174
0 years, male, NA, stage:T3N0M0, alive, 450 days
20.3
U0255
0 years, female, NA, stage:T3N2M0, dead, 1079 days
20.2
U0371
0 years, female, NA, stage:T3N0M0, alive, 2688 days
20.0
U0311
0 years, female, NA, stage:T3N1M0, alive, 1176 days
20.0
U0814
0 years, female, NA, stage:T3N1M1, dead, 482 days
19.9
U2834
0 years, male, NA, stage:T3N1M0, alive, 323 days
19.7
U0557
0 years, female, NA, stage:T3N2M0, alive, 2009 days
19.7
U0654
0 years, male, NA, stage:T3N2M0, alive, 1220 days
19.6
U0351
0 years, female, NA, stage:T3N2M0, alive, 2886 days
19.5
U2764
0 years, male, NA, stage:T3N2M0, alive, 440 days
19.4
U0498
0 years, female, NA, stage:T4N1M0, alive, 1906 days
19.3
U0657
0 years, female, NA, stage:T2N0M0, dead, 1109 days
19.3
U0650
0 years, female, NA, stage:T2N2M0, alive, 1331 days
19.1
U0388
0 years, male, NA, stage:T2N1M0, alive, 2186 days
19.1
U0096
0 years, female, NA, stage:T4N2M1, dead, 257 days
19.1
U2991
0 years, female, NA, stage:T1N0M0, alive, 135 days
18.6
U0649
0 years, male, NA, stage:T2N0M0, alive, 1424 days
18.6
U0593
0 years, male, NA, stage:T4bN0M0, alive, 876 days
18.5
U0848
0 years, male, NA, stage:T3N1M1, dead, 1185 days
18.4
U0861
0 years, female, NA, stage:T4N2M1, dead, 184 days
18.3
U0514
0 years, female, NA, stage:T2N2M0, alive, 2799 days
18.2
U0305
0 years, male, NA, stage:T3N1M0, alive, 2676 days
18.2
U0852
0 years, male, NA, stage:T3N2M1, alive, 1651 days
18.0
U0640
0 years, male, NA, stage:T2N0M0, alive, 1696 days
18.0
U0686
0 years, female, NA, stage:T4bN0M0, dead, 123 days
17.8
U0581
0 years, female, NA, stage:T3N2M0, alive, 1660 days
17.8
U0663
0 years, female, NA, stage:T3N1M0, alive, 762 days
17.7
U0088
0 years, male, NA, stage:T3N1M1, dead, 260 days
17.7
U0299
0 years, female, NA, stage:T4N2M0, alive, 43426 days
17.6
U0079
0 years, male, NA, stage:T4N2M0, dead, 1891 days
17.6
U0809
0 years, female, NA, stage:T3N1M1, dead, 275 days
17.5
U0251
0 years, male, NA, stage:T2N0M0, alive, 1906 days
17.5
U2836
0 years, male, NA, stage:T3N0M0, alive, 322 days
17.4
U3047
0 years, male, NA, stage:T3N2M0, alive, 205 days
17.3
U2943
0 years, male, NA, stage:T3N0M0, alive, 189 days
17.3
U0284
0 years, male, NA, stage:T3N2M0, alive, 581 days
17.3
U2960
0 years, male, NA, stage:T3N1M0, alive, 176 days
17.2
U0550
0 years, male, NA, stage:T3N2M0, alive, 2191 days
17.2
U0519
0 years, male, NA, stage:T4N2M0, dead, 519 days
17.0
U0418
0 years, male, NA, stage:T4N1M0, alive, 1246 days
16.9
U0532
0 years, male, NA, stage:T3N0M0, dead, 730 days
16.8
U0238
0 years, male, NA, stage:T3N0M0, dead, 868 days
16.8
U0511
0 years, female, NA, stage:T3N0M0, dead, 2387 days
16.8
U0584
0 years, male, NA, stage:T3N2M0, alive, 2705 days
16.6
U0592
0 years, female, NA, stage:T2N0M0, dead, 670 days
16.6
U0645
0 years, male, NA, stage:T3N0M0, alive, 1567 days
16.4
U0422
0 years, female, NA, stage:T3N2M1, dead, 1710 days
16.4
U0380
0 years, male, NA, stage:T2N0M0, alive, 2155 days
16.4
U0651
0 years, male, NA, stage:T3N0M0, alive, 1354 days
16.3
U2761
0 years, female, NA, stage:T3N1M0, alive, 447 days
16.1
U0417
0 years, female, NA, stage:T3N2M1, dead, 893 days
16.1
U0282
0 years, male, NA, stage:T3N2M0, dead, 1869 days
16.0
U0415
0 years, male, NA, stage:T3N1M0, alive, 2526 days
16.0
U0086
0 years, female, NA, stage:T3N1M0, dead, 594 days
15.9
U0579
0 years, female, NA, stage:T4aN0M0, alive, 2845 days
15.8
U0437
0 years, male, NA, stage:T1N1M0, alive, 849 days
15.7
U0803
0 years, female, NA, stage:T3N1M1, dead, 495 days
15.3
U0364
0 years, female, NA, stage:T4N2M1, dead, 151 days
15.2
U0405
0 years, male, NA, stage:T3N1M0, alive, 829 days
15.1
U0454
0 years, male, NA, stage:T3N1M0, alive, 2997 days
15.1
U0192
0 years, male, NA, stage:T3N0M0, alive, 2081 days
15.0
U0750
0 years, female, NA, stage:T3N2M0, dead, 1393 days
14.8
U0346
0 years, male, NA, stage:T4N2M0, alive, 1148 days
14.8
U0329
0 years, male, NA, stage:T3N1M0, dead, 805 days
14.7
U0666
0 years, male, NA, stage:T3N1M0, alive, 709 days
14.5
U0359
0 years, male, NA, stage:T3N2M0, dead, 2443 days
14.4
U0542
0 years, male, NA, stage:T3N2M0, dead, 1482 days
14.4
U2779
0 years, male, NA, stage:T3N0M0, alive, 419 days
14.3
U0862
0 years, male, NA, stage:T4N2M1, dead, 1064 days
14.3
U0216
0 years, male, NA, stage:T2N0M0, alive, 2684 days
14.3
U0857
0 years, male, NA, stage:T4N2M1, dead, 954 days
14.2
U0132
0 years, male, NA, stage:T3N1M0, alive, 1798 days
14.1
U0497
0 years, female, NA, stage:T3N1M0, alive, 1414 days
14.0
U0137
0 years, male, NA, stage:T3N1M0, dead, 1799 days
13.8
U0173
0 years, male, NA, stage:T2N0M0, dead, 2375 days
13.6
U0407
0 years, male, NA, stage:T3N1M0, dead, 2027 days
13.6
U0508
0 years, male, NA, stage:T3N1M0, alive, 1120 days
13.5
U0713
0 years, male, NA, stage:T2N0M0, alive, 359 days
13.5
U0485
0 years, male, NA, stage:T3N0M0, dead, 2737 days
13.5
U0271
0 years, female, NA, stage:T3N1M0, alive, 2414 days
13.3
U0468
0 years, female, NA, stage:T3N0M0, alive, 1921 days
13.3
U0556
0 years, male, NA, stage:T3N2M0, alive, 2037 days
13.2
U0304
0 years, male, NA, stage:T3N2M0, alive, 2065 days
13.1
U0324
0 years, female, NA, stage:T4N1M0, alive, 938 days
13.1
U0258
0 years, male, NA, stage:T4N1M2, dead, 195 days
13.1
U0430
0 years, male, NA, stage:T3N2M0, dead, 2472 days
12.4
U0602
0 years, male, NA, stage:T2N0M0, alive, 1385 days
12.4
U0576
0 years, male, NA, stage:T3N2M0, alive, 2540 days
12.3
U0707
0 years, male, NA, stage:T3N1M0, alive, 518 days
12.3
U0671
0 years, male, NA, stage:T3N1M0, dead, 785 days
12.3
U0325
0 years, male, NA, stage:T3N0M0, dead, 1947 days
12.2
U0587
0 years, male, NA, stage:T3N1M0, alive, 2107 days
12.2
U0194
0 years, male, NA, stage:T3N1M0, alive, 680 days
12.1
U0298
0 years, male, NA, stage:T3N1M0, alive, 513 days
12.1
U0600
0 years, male, NA, stage:T3N1M0, alive, 1659 days
12.1
U0138
0 years, male, NA, stage:T3N1M0, dead, 2472 days
11.9
U0502
0 years, male, NA, stage:T4N1M0, alive, 1065 days
11.8
U0694
0 years, male, NA, stage:T4N0M0, dead, 489 days
11.8
U0457
0 years, male, NA, stage:T3N0M0, alive, 833 days
11.8
U0675
0 years, female, NA, stage:T4N1M0, dead, 89 days
11.7
U0642
0 years, male, NA, stage:T3N0M0, alive, 1603 days
11.6
U0140
0 years, male, NA, stage:T3N2M0, alive, 2655 days
11.6
U0804
0 years, female, NA, stage:T3N2M1, dead, 380 days
11.5
U0478
0 years, male, NA, stage:T4N2M0, alive, 2051 days
11.5
U0637
0 years, male, NA, stage:T3N1M0, alive, 1997 days
11.5
U0155
0 years, male, NA, stage:T2N0M0, dead, 1672 days
11.4
U0643
0 years, female, NA, stage:T2N1M0, dead, 1583 days
11.4
U0596
0 years, male, NA, stage:T3N0M0, alive, 2233 days
11.2
U0603
0 years, male, NA, stage:T2N1M0, alive, 1904 days
11.2
U0343
0 years, female, NA, stage:T2N0M0, alive, 701 days
10.8
U0656
0 years, male, NA, stage:T3N2M0, alive, 1150 days
10.6
U0572
0 years, female, NA, stage:T3N1M0, alive, 2621 days
10.6
U0641
0 years, female, NA, stage:T3N0M0, dead, 1626 days
10.3
U0264
0 years, male, NA, stage:T4N2M0, alive, 2020 days
10.2
U0648
0 years, female, NA, stage:T3N0M0, alive, 1415 days
10.1
U0228
0 years, male, NA, stage:T2N0M0, alive, 963 days
10.0
U0552
0 years, male, NA, stage:T3N2M0, alive, 1701 days
10.0
U0647
0 years, female, NA, stage:T3N0M0, alive, 1476 days
9.9
U0470
0 years, female, NA, stage:T2N2M0, alive, 961 days
9.8
U0097
0 years, male, NA, stage:T3N0M1, dead, 2903 days
9.7
U0279
0 years, male, NA, stage:T2N1M0, dead, 176 days
9.7
U0190
0 years, male, NA, stage:T3N0M0, alive, 2367 days
9.4
U0533
0 years, male, NA, stage:T3N2M0, alive, 2248 days
9.0
U0334
0 years, male, NA, stage:T3N1M0, alive, 3171 days
9.0
U0601
0 years, female, NA, stage:T4N1M0, alive, 1368 days
8.8
U0492
0 years, male, NA, stage:T3N2M0, alive, 1114 days
8.8
U0205
0 years, female, NA, stage:T3N2M0, alive, 2984 days
8.7
U0605
0 years, male, NA, stage:T2N0M0, alive, 952 days
8.3
U0409
0 years, female, NA, stage:T3N1M0, alive, 934 days
8.3
U0604
0 years, male, NA, stage:T3N1M0, alive, 1522 days
7.9
U0534
0 years, female, NA, stage:T3N2M0, alive, 1361 days
7.8
U0242
0 years, male, NA, stage:T3N0M0, alive, 2950 days
7.7
U0339
0 years, male, NA, stage:T3N2M0, alive, 2155 days
7.5
U0237
0 years, male, NA, stage:T3N1M0, alive, 2492 days
7.4
U0322
0 years, male, NA, stage:T4N2M0, alive, 1694 days
6.7
U0159
0 years, female, NA, stage:T3N1M0, alive, 1517 days
6.7
U0402
0 years, female, NA, stage:T3N1M0, dead, 2487 days
6.2
U0188
0 years, female, NA, stage:T3N1M0, alive, 2134 days
5.5
U0118
0 years, female, NA, stage:T3N2M0, dead, 350 days
2.9
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COLON ADENOCARCINOMA - Protein relative expression (CPTAC)
Number of samples
197
Samples
Sample ID
Sample type
nRPX
b2400046-1d25-429d-a821-6040a6
Tumor
0.8
411d9597-c785-4de5-b449-29a80d_D2
Normal
0.8
a90eb718-6a8f-4cbf-89c1-f9e9bd_D2
Tumor
0.8
41ee934e-f7a3-4ef5-8a83-e2ac56_D2
Tumor
0.7
c7aeb685-31b3-445e-8177-a3e729_D3
Tumor
0.7
5271982c-5de1-4d6e-b414-b1f3ef_D2
Tumor
0.6
092c5a37-325b-4181-b230-2d8fff_D2
Tumor
0.5
0065bfd9-e1b9-43a8-9379-9658ba_D3
Tumor
0.5
8af80ae9-2088-4124-91fb-8d6c17_D3
Tumor
0.5
5557e478-3e6f-475b-8acc-1b4159_D8
Tumor
0.5
348f6009-e1be-44d2-a093-9ca844_D2
Normal
0.5
d80408d6-598d-4411-ab34-eb2545_D2
Normal
0.4
66b829db-1cdd-460d-b2f3-0e9ca9_D3
Tumor
0.4
0f757044-9bc8-4ed4-90f3-e0a49a_D3
Tumor
0.4
d0511ea6-43c3-4c61-b08e-cf49b7_D3
Tumor
0.4
722378ea-d1a7-4cfc-aca5-ba45f9_D8
Tumor
0.4
8b9e4266-7754-4f2c-ac9e-329905_D2
Tumor
0.4
ec9afcc4-ccf7-4226-b0e8-d6897d_D3
Tumor
0.4
0f238226-864c-4de0-8c61-01e729_D2
Tumor
0.4
a2f03d85-5f1a-4b3e-9dbf-74e67e_D3
Tumor
0.4
37219a7c-6fe2-4684-a494-d0be08_D2
Tumor
0.3
f635496c-0046-4ecd-89bc-7a4f33_D2
Tumor
0.3
46dfc1e4-0110-4d9f-888e-6a29ab_D2
Normal
0.3
0aef1fe8-ca61-4113-81d0-d82ee7_D2
Tumor
0.3
8c73f3a5-fea8-4942-90c0-966f66_D3
Tumor
0.3
7cc7f69f-99f5-4b23-a9e0-ba0dc8_D8
Tumor
0.3
3d797911-d476-436f-9cce-33e20c_D8
Tumor
0.3
019cd0c0-733d-4b25-90e3-d54ce0_D2
Normal
0.3
695b0b00-a86b-43c0-a6c8-50a840_D3
Tumor
0.3
dffcac99-9eac-4717-aeb6-f4a2e7_D8
Tumor
0.3
cd89ffbb-574a-4052-bd9a-00c890_D2
Tumor
0.3
b2978e90-cd2a-4665-b1bf-508a99_D2
Normal
0.3
2f8b02e4-1848-4abc-a95e-dd9eb5_D3
Tumor
0.2
820a3f08-5bb1-44b3-a133-ee167e_D2
Tumor
0.2
c65afd57-530c-4366-b2c8-463a46_D2
Tumor
0.2
d6584b4a-ca99-4a2a-8b4e-c8b22e_D3
Tumor
0.2
359f5c81-2575-497e-8630-e4866f_D2
Normal
0.2
f6173181-0993-4a5f-a4cd-5f30b1_D2
Tumor
0.2
067db520-1b1f-4569-9414-e37a6e_D2
Normal
0.2
372c900a-fced-4eef-9dc4-7282ec_D2
Tumor
0.2
5cf5e61d-21ff-4678-9126-14e9bb_D2
Normal
0.2
d3078fa8-0692-411f-8441-0c7c48_D8
Tumor
0.2
2167c594-c33f-4795-b95b-69bd07_D2
Tumor
0.2
58a92726-4d1f-4e44-8938-52b97d_D3
Tumor
0.2
ea6df59d-5240-4927-b19d-d44590_D2
Tumor
0.2
f9d6fb1b-988e-4D88-9272-cc672f_D8
Tumor
0.2
b4e91300-405e-4239-b8da-5e1a42_D2
Tumor
0.2
f69deaeb-6b6f-4c61-8900-fd0f26_D3
Tumor
0.2
c8694e31-2c8f-4eb6-a7ef-a137d9_D3
Tumor
0.2
43192517-085e-450e-9481-0a6713_D3
Tumor
0.2
6d9f8b06-f28c-4e9b-823b-33ebb7_D2
Normal
0.2
642fc6c3-8d4a-4e3d-ad0a-cc088a_D2
Tumor
0.1
573048dd-2502-40e0-8e8c-c41bb8_D3
Tumor
0.1
92c1ebb5-ac1d-4bf5-a14f-516e1d_D3
Tumor
0.1
e0068ac5-f557-443a-bd4b-bdfcef_D3
Tumor
0.1
4b263734-430f-41dc-a296-8691f0_D3
Tumor
0.1
88c621d7-7fb3-4825-abbe-82ae4c_D2
Normal
0.1
211cbcef-cb1f-4c80-a1c8-a76d3c_D2
Normal
0.1
42216d99-e8ff-43c9-b6db-28c3a6_D3
Tumor
0.1
6e20c8e9-ab75-4996-9296-445b00_D2
Tumor
0.1
c9730cb4-b52c-4ca8-9652-4509d0_D2
Tumor
0.1
591fb460-703a-437d-8d9a-ff2a35_D3
Tumor
0.1
8960a27e-69d8-4ec8-a795-c6cf8a_D3
Tumor
0.1
b4dd4a04-5eda-43dd-8298-215b07_D3
Tumor
0.1
0c330883-ab58-4a5a-bff7-07d283_D2
Normal
0.1
cfb4831f-e9ee-4e11-80fb-958f6f_D2
Tumor
0.1
2b810478-7956-4a8b-870d-184859_D2
Tumor
0.1
79097be1-cd36-4a23-99d1-3d744f_D2
Tumor
0.1
e1cd3d70-132b-452f-ba10-026721_D2
Tumor
0.1
1fbb1add-4660-4ec1-b8c2-360f9f_D2
Normal
0.1
a84149b1-8453-45f0-8400-d7b12f_D2
Normal
0.1
f4bccfe4-98d0-466b-a6d7-44341b_D3
Tumor
0.1
321fb3b2-ebb6-4ea5-b737-081264_D2
Tumor
0.1
6b0a3188-d8ca-4d50-a377-a8fe4c_D2
Normal
0.1
43bc845e-d22e-4c10-b3e8-bc54e6_D2
Normal
0.1
82157a70-12f1-4913-b548-d98881_D2
Normal
0.1
7478980a-60fb-4f5e-aa1c-2d7941_D2
Normal
0.1
5da00abd-5fa7-4deb-95f1-7982e0_D3
Tumor
0.0
9a48cf57-e1f0-4ea1-9804-d563f2_D2
Normal
0.0
cc271b3d-ed33-481f-9d23-15f2f6_D2
Normal
0.0
799893aa-d523-4a08-9ea7-611cca_D3
Tumor
0.0
db3f5ad9-d14d-4126-a3e7-d80faa_D3
Tumor
0.0
1563ef63-d2e6-406f-adc1-255949_D3
Tumor
0.0
e196a0b4-2a05-43de-bb30-ceb761_D2
Tumor
0.0
c9f0f144-47f3-4d64-b29f-bcedfa_D2
Normal
0.0
5f823547-ee16-45b7-a6a0-ef25d6_D3
Tumor
0.0
1425a1a1-c835-47a2-a9b9-4db5d0_D8
Tumor
0.0
05a33362-82bb-48ac-8feb-ad2ea1_D2
Tumor
0.0
bc574f73-89ba-44d7-992e-82622c_D3
Tumor
0.0
bed27f66-ef3b-4868-b4ad-205018_D2
Normal
0.0
2d266d2d-4bb3-436c-a3e7-06acb2_D3
Tumor
0.0
1ab06c24-ffc0-4323-a0cc-e9f5c5_D2
Tumor
0.0
dfdf03a6-c324-4d8c-a909-ea7345_D2
Tumor
0.0
f5ed5ebc-881d-456a-80d7-42c9e7_D2
Normal
0.0
a243b765-61ab-4aa6-88e1-226896_D2
Normal
0.0
51590333-cfe5-4ce5-b8ff-58fa3c_D2
Normal
-0.1
526c3664-5b9b-4a2b-a00e-a14623_D2
Tumor
-0.1
176d1b96-8c6e-44fe-8a32-e15194_D2
Normal
-0.1
4c9dcc8c-ccdc-4336-8e23-107feb_D2
Normal
-0.1
5e886f1c-8165-4232-9591-d80799_D2
Normal
-0.1
e515eb5c-8005-416a-9b42-59de9d_D8
Tumor
-0.1
76498650-fdbf-4f5d-a19a-cce9a2_D2
Normal
-0.1
cd6a4013-2958-44b9-a4f1-45c9e4_D2
Tumor
-0.1
41a04113-2061-4923-bca5-da586c_D2
Normal
-0.1
e2e83b72-b14b-4b06-9461-1115d6_D2
Tumor
-0.1
a467b905-fc0b-427b-8753-6d38dd_D3
Tumor
-0.1
325b5314-6f3c-4d79-9b36-4e7ded_D2
Normal
-0.1
f6b1079b-9d67-4c63-b3d0-d562b5_D2
Tumor
-0.1
f6afe41c-111d-4818-8485-fe95e0_D2
Tumor
-0.1
66b57abc-0d49-46bb-a390-0e11a9_D2
Tumor
-0.1
bda3787a-1397-4716-bb17-4992a8_D2
Normal
-0.1
aa0f5b40-3290-4255-8f4d-f45d4e_D3
Tumor
-0.1
154115ac-2ec2-439d-b55e-0464ee_D2
Normal
-0.2
3e8019e8-125f-4615-a1fa-a448e9_D2
Normal
-0.2
903d5fe0-970a-47be-a97f-3cc914_D2
Normal
-0.2
4bb08fad-fa5e-471e-978b-6b09ab_D2
Tumor
-0.2
8fab37a4-cdf9-4ce8-9081-7b9148_D2
Normal
-0.2
87408d9e-4029-4e8f-b14c-8efc04_D3
Tumor
-0.2
0784c7b3-e6a4-42a8-9288-eb4ba0_D2
Normal
-0.2
5c70e654-583c-4dd3-ad42-0d9b39_D2
Normal
-0.2
16ac8458-5200-4302-9ad0-b311df_D2
Normal
-0.2
3a17283c-a0f4-4514-956b-080d11_D2
Normal
-0.2
7fd2eea8-bf99-4f97-8b9e-fb703f_D2
Normal
-0.2
64ed43a2-f083-43cb-9d0d-118495_D2
Normal
-0.2
e070ff10-058b-4733-93ab-bdd702_D2
Normal
-0.2
803736b3-9ca9-4f9f-bdfe-8783e3_D3
Tumor
-0.2
e3c012aa-51c2-42b0-a478-bd620f_D2
Normal
-0.2
92f7419c-c57a-4b50-bdc9-4d09ca_D2
Tumor
-0.2
9bf309bc-0fb6-4060-aba2-888eb3_D2
Tumor
-0.2
6797a69d-2f74-44b9-8147-cd4fac_D2
Normal
-0.2
963fc8db-f412-4427-a198-23f660_D2
Normal
-0.2
62627b73-1763-48bc-8eea-e5bd76_D2
Normal
-0.2
26acb513-3ffe-49ad-8581-9dfc97_D2
Normal
-0.2
65867ab1-5eab-44a8-b2bb-d27263_D2
Normal
-0.2
63c1f7ac-b1ae-4c28-95aa-ce21e5_D2
Normal
-0.2
87b0e853-43ea-4efb-8a22-dd221f_D2
Normal
-0.2
a5c8bf1d-776c-406f-82a3-2d9ce6_D2
Normal
-0.2
c2c53076-b5db-4b7d-983c-a35740_D3
Tumor
-0.3
da95f6f8-be46-4ed8-a493-2c99f0_D2
Normal
-0.3
54565eae-05c5-4dae-bde9-ae4874_D2
Normal
-0.3
9a6879b1-4f78-4ac6-9fca-dad049_D2
Normal
-0.3
694e8df1-d9ee-473b-bec1-4f9237_D2
Normal
-0.3
cbd0e774-c741-4753-9c9e-391a7d_D2
Normal
-0.3
23e938d0-92b8-4aea-90c1-4385df_D2
Normal
-0.3
2cc46aec-6142-4fb9-aca5-c442b9_D2
Normal
-0.3
b3696374-c6c0-49dd-833e-596e26_D2
Normal
-0.3
98742d96-cc2f-43f0-9de2-bc7afe_D3
Tumor
-0.3
cd3a9d59-bf13-48f3-ae97-bdbca4_D2
Normal
-0.3
0630ecb0-b664-4e75-bb3c-fb62ee_D3
Tumor
-0.3
4cdeecb5-19fb-493c-91f5-eb0efc_D3
Tumor
-0.3
e14c2cbe-eca0-4745-97f6-8f27bd_D2
Normal
-0.3
21cab01c-e968-42cc-9651-1e53c0_D3
Tumor
-0.3
b6b41ba2-6415-41aa-b5f5-4d47db_D2
Normal
-0.3
d8805fa4-30f9-4417-907e-fdc50c_D2
Normal
-0.4
8cc7e656-0152-4359-8566-0581c3
Tumor
-0.4
d7608884-a0d6-4e9e-aac7-6cd813_D3
Tumor
-0.4
df479b07-bbf6-472d-a580-c3fd0c_D2
Normal
-0.4
47d2a435-b203-4438-ae72-53c424_D2
Normal
-0.4
377cdd37-d1bd-4042-997e-478a0f_D2
Normal
-0.4
233ec093-9a30-4ef4-a12c-91757e_D2
Normal
-0.4
bd67de01-ad7d-431a-9ad6-4dd5a1
Tumor
-0.4
b871c0c1-a97b-4ac1-887c-0317b6_D2
Normal
-0.4
e74089a9-f78c-4ffe-8174-aef71b_D2
Normal
-0.4
8980bb9d-65c1-41cb-9f90-dddd5f_D2
Normal
-0.4
c6ae57a7-65a0-438e-bae2-97b1c8_D3
Tumor
-0.4
1c070992-647b-4173-a481-904c4d_D2
Normal
-0.4
da747cee-5026-4923-af63-ad9f81_D2
Normal
-0.4
e8faa3a7-9fc7-428e-9334-a0afd0_D3
Tumor
-0.4
5a3aa99d-ca10-45f6-939f-12392a_D2
Normal
-0.5
2666323d-522f-4f0a-823c-ff8866_D2
Normal
-0.5
01d1ffca-4235-4dfe-bf62-56f71d_D3
Tumor
-0.5
5347d2ce-df0c-4d81-a3e2-22db11_D2
Normal
-0.5
5de06adb-e00d-4114-8d76-04bd30_D2
Normal
-0.5
7784e2e5-c0e1-4b85-8cc1-7faac8_D2
Normal
-0.5
974e136f-7020-4a38-b9c1-094df9_D2
Normal
-0.5
1136008b-97ce-49b0-bf24-abbea6_D2
Normal
-0.5
206f3bd9-f62c-4663-8fdb-5b731b_D2
Normal
-0.6
c307b7b0-534a-45fa-a420-35f773_D2
Normal
-0.6
b605fafc-f7dd-44cc-9c86-da04e3_D2
Tumor
-0.6
71b2c1cc-0a31-4ca8-8beb-251e17_D2
Normal
-0.6
04ded2cd-3b57-4aec-9c11-48f58e_D2
Normal
-0.7
7fd386f0-e7f6-4ee1-9cd7-b3318a_D2
Normal
-0.7
02cde0c0-6840-495b-9b11-007d82_D2
Normal
-0.7
853ecf90-71e6-4156-a56f-a34b65_D2
Normal
-0.8
a313f6ef-5994-4d49-9e66-c26911_D2
Normal
-0.8
059a7065-3a5f-4eea-97e5-85ab01_D2
Normal
-0.8
efee6bb9-69dd-46c2-85b3-b55962_D2
Normal
-0.9
a27cf22d-836e-49a7-802f-47c1db_D2
Normal
-1.0
3765c09a-fff7-4b37-bf2b-452b23_D2
Normal
-1.1
7bdfa5c9-d11f-4600-9c44-a87996_D2
Normal
N/A
c1b66358-d103-493c-b8ec-92c43b_D1
Tumor
N/A
1f79fed9-f0d4-4c45-acd2-ea1441_D2
Normal
N/A
fc9b09af-23b8-4ffe-b6c6-41236d_D2
Normal
N/A
0d5554d1-1653-4589-a44f-43113e_D2
Normal
N/A
515040a4-bbfb-4a15-9e53-e7b6e6_D2
Normal
N/A
1bf00d93-240f-47e8-8055-f546b0_D2
Normal
N/A
6e0d04fc-e6a8-41ed-b6f3-45537d_D2
Normal
N/A
Show allShow less
COLORECTAL CANCER - Protein expressioni
A mouse-over function shows sample information and annotation data. Click on an image to view it in a full screen mode. Samples can be filtered based on level of antibody staining by selecting one or several of the following categories: high, medium, low and not detected. The assay and annotation is described here.
Note that samples used for immunohistochemistry by the Human Protein Atlas do not correspond to samples in the TCGA dataset.
The Human Protein Atlas project is funded
